tag:blogger.com,1999:blog-84796796454666874282024-02-06T20:54:27.025-08:00Zamicol's BlogZamicolhttp://www.blogger.com/profile/15007651142616692000noreply@blogger.comBlogger14125tag:blogger.com,1999:blog-8479679645466687428.post-56278763880078516002020-08-02T17:20:00.004-07:002021-06-23T09:45:43.005-07:00Modern HTTP is stateful. Old timey HTTP was stateless.<span id="docs-internal-guid-0dae6bfa-7fff-eaba-0617-9357318566c2"><h1 dir="ltr" style="line-height: 1.38; margin-bottom: 6pt; margin-top: 20pt;"><span id="docs-internal-guid-4827968d-7fff-ad2e-9821-3ee76495904a" style="font-weight: normal;"><p dir="ltr" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt; text-align: center;"><img alt="" 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" /></p><p dir="ltr" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;"><span style="font-family: Arial; font-size: 11pt; font-variant-east-asian: normal; font-variant-numeric: normal; vertical-align: baseline; white-space: pre-wrap;"><br /></span></p><h4 style="text-align: left;"><span style="font-family: Arial; font-size: 11pt; font-variant-east-asian: normal; font-variant-numeric: normal; vertical-align: baseline; white-space: pre-wrap;">Imagine the year 1988</span></h4><p></p><p dir="ltr" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;"><span style="font-family: Arial; font-size: 11pt; font-variant-east-asian: normal; font-variant-numeric: normal; vertical-align: baseline; white-space: pre-wrap;">In 1988 HTTP and I were both stateless. I hadn't been born and Sir Timothy John Berners-Lee, while working at CERN, envisioned the World Wide Web with HTTP as a stateless protocol. On March 12, 1989, he </span><a href="http://info.cern.ch/Proposal.html" style="text-decoration-line: none;"><span style="color: #1155cc; font-family: Arial; font-size: 11pt; font-variant-east-asian: normal; font-variant-numeric: normal; text-decoration-line: underline; text-decoration-skip-ink: none; vertical-align: baseline; white-space: pre-wrap;">submitted a proposal</span></a><span style="font-family: Arial; font-size: 11pt; font-variant-east-asian: normal; font-variant-numeric: normal; vertical-align: baseline; white-space: pre-wrap;"> to his boss. </span></p><br /><p dir="ltr" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;"><span style="font-family: Arial; font-size: 11pt; font-variant-east-asian: normal; font-variant-numeric: normal; vertical-align: baseline; white-space: pre-wrap;">Once released the WWW conquered the globe but there were difficult aspects for businesses. Tim succeeded in making HTTP stateless but his design shoved responsibility downstream to individual developers. </span></p><br /><p dir="ltr" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;"><span style="font-family: Arial; font-size: 11pt; font-variant-east-asian: normal; font-variant-numeric: normal; vertical-align: baseline; white-space: pre-wrap;">How could someone log on a website or add an item to a shopping cart without state? The simple stateless HTTP resulted in complex web applications littered with stateful links. </span></p><br /><p dir="ltr" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;"><span style="font-family: Arial; font-size: 11pt; font-variant-east-asian: normal; font-variant-numeric: normal; vertical-align: baseline; white-space: pre-wrap;">What was a "stateful url"? For a contrived example, after logging into a shopping site all URLs on a website had to change from:</span></p><br /><p dir="ltr" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;"><a href="http://example.com/shopping&product=12345" style="text-decoration-line: none;"><span style="color: #1155cc; font-family: Arial; font-size: 11pt; font-variant-east-asian: normal; font-variant-numeric: normal; text-decoration-line: underline; text-decoration-skip-ink: none; vertical-align: baseline; white-space: pre-wrap;">http://www.example.com/shopping&product=12345</span></a></p><br /><p dir="ltr" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;"><span style="font-family: Arial; font-size: 11pt; font-variant-east-asian: normal; font-variant-numeric: normal; vertical-align: baseline; white-space: pre-wrap;">to</span></p><br /><p dir="ltr" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;"><a href="http://www.example.com/shopping&product=12345?user=4T85KGJHXHT3M3R6LQKQT2" style="text-decoration-line: none;"><span style="color: #1155cc; font-family: Arial; font-size: 11pt; font-variant-east-asian: normal; font-variant-numeric: normal; text-decoration-line: underline; text-decoration-skip-ink: none; vertical-align: baseline; white-space: pre-wrap;">http://www.example.com/shopping&product=12345?user=4T85KGJHXHT3M3R6LQKQT2</span></a></p><br /><p dir="ltr" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;"><span style="font-family: Arial; font-size: 11pt; font-variant-east-asian: normal; font-variant-numeric: normal; vertical-align: baseline; white-space: pre-wrap;">where "user" is a website wide token the web application used for state. </span><span style="font-family: Arial; font-size: 11pt; font-variant-east-asian: normal; font-variant-numeric: normal; font-weight: 700; vertical-align: baseline; white-space: pre-wrap;">Every link on a page</span><span style="font-family: Arial; font-size: 11pt; font-variant-east-asian: normal; font-variant-numeric: normal; vertical-align: baseline; white-space: pre-wrap;"> needed to repeat this </span><span style="font-family: Arial; font-size: 11pt; font-variant-east-asian: normal; font-variant-numeric: normal; font-weight: 700; vertical-align: baseline; white-space: pre-wrap;">stateful token</span><span style="font-family: Arial; font-size: 11pt; font-variant-east-asian: normal; font-variant-numeric: normal; vertical-align: baseline; white-space: pre-wrap;"> or risk the user needing to log in again. And mind you, login was sent over in unencrypted plain text because state is also required for encryption. Businesses had limited options to secure their websites.</span><span style="font-family: Arial; font-size: 11pt; font-variant-east-asian: normal; font-variant-numeric: normal; vertical-align: baseline; white-space: pre-wrap;"><br /></span><span style="font-family: Arial; font-size: 11pt; font-variant-east-asian: normal; font-variant-numeric: normal; vertical-align: baseline; white-space: pre-wrap;"><br /></span><span style="font-family: Arial; font-size: 11pt; font-variant-east-asian: normal; font-variant-numeric: normal; vertical-align: baseline; white-space: pre-wrap;">HTTP's statelessness was the wrong level of abstraction. The obvious solution was to increase the scope of the original stateless HTTP standard to include state, but who would hear Silicon Valley's demands for stateful HTTP? </span></p><br /><h4 style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt; text-align: left;"><span style="font-family: Arial; font-size: 11pt; font-variant-east-asian: normal; font-variant-numeric: normal; vertical-align: baseline; white-space: pre-wrap;">Now teleport to the cypherpunk utopia of 1994</span></h4><p dir="ltr" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;"><span style="font-family: Arial; font-size: 11pt; font-variant-east-asian: normal; font-variant-numeric: normal; vertical-align: baseline; white-space: pre-wrap;">Once again HTTP and I had something in common. I had state and HTTP did too because Netscape invented cookies. </span></p><br /><p dir="ltr" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;"><span style="font-family: Arial; font-size: 11pt; font-variant-east-asian: normal; font-variant-numeric: normal; vertical-align: baseline; white-space: pre-wrap;">HTTP cookies are one of many </span><span style="font-family: Arial; font-size: 11pt; font-variant-east-asian: normal; font-variant-numeric: normal; font-weight: 700; vertical-align: baseline; white-space: pre-wrap;">stateful</span><span style="font-family: Arial; font-size: 11pt; font-variant-east-asian: normal; font-variant-numeric: normal; vertical-align: baseline; white-space: pre-wrap;"> mechanisms for HTTP. </span></p><br /><p dir="ltr" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;"><span style="font-family: Arial; font-size: 11pt; font-variant-east-asian: normal; font-variant-numeric: normal; vertical-align: baseline; white-space: pre-wrap;">Famously in </span><a href="https://archive.org/stream/FinancialTimes1996UKEnglish/Feb%2012%201996%2C%20Financial%20Times%2C%20%2312%2C%20UK%20(en)#page/n29/mode/2up" style="text-decoration-line: none;"><span style="color: #1155cc; font-family: Arial; font-size: 11pt; font-variant-east-asian: normal; font-variant-numeric: normal; text-decoration-line: underline; text-decoration-skip-ink: none; vertical-align: baseline; white-space: pre-wrap;">an article in 1996</span></a><span style="font-family: Arial; font-size: 11pt; font-variant-east-asian: normal; font-variant-numeric: normal; vertical-align: baseline; white-space: pre-wrap;"> the Financial Times raised privacy concerns, but cookies were an instant hit and in 1997 cookies were absorbed into the official HTTP standard under the aptly named </span><a href="https://tools.ietf.org/html/rfc2109" style="text-decoration-line: none;"><span style="color: #1155cc; font-family: Arial; font-size: 11pt; font-variant-east-asian: normal; font-variant-numeric: normal; text-decoration-line: underline; text-decoration-skip-ink: none; vertical-align: baseline; white-space: pre-wrap;">RFC 2109</span></a><span style="font-family: Arial; font-size: 11pt; font-variant-east-asian: normal; font-variant-numeric: normal; vertical-align: baseline; white-space: pre-wrap;"> "</span><span style="font-family: Arial; font-size: 11pt; font-variant-east-asian: normal; font-variant-numeric: normal; font-weight: 700; vertical-align: baseline; white-space: pre-wrap;">HTTP State Management Mechanism</span><span style="font-family: Arial; font-size: 11pt; font-variant-east-asian: normal; font-variant-numeric: normal; vertical-align: baseline; white-space: pre-wrap;">". </span></p><br /><p dir="ltr" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;"><span style="font-family: Arial; font-size: 11pt; font-variant-east-asian: normal; font-variant-numeric: normal; vertical-align: baseline; white-space: pre-wrap;">The stateful fun didn't stop there! Many new stateful goodies were added to HTTP:</span></p><br /><ul style="margin-bottom: 0; margin-top: 0;"><li dir="ltr" style="font-family: Arial; font-size: 11pt; font-variant-east-asian: normal; font-variant-numeric: normal; list-style-type: disc; vertical-align: baseline; white-space: pre;"><p dir="ltr" role="presentation" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;"><span style="font-size: 11pt; font-variant-east-asian: normal; font-variant-numeric: normal; vertical-align: baseline; white-space: pre-wrap;">HTTPS, also invented in 1994 by Netscape, is stateful. The "S" part, SSL/TLS, needs state. This was officially integrated into the HTTP standard by </span><a href="https://tools.ietf.org/html/rfc2818" style="text-decoration-line: none;"><span style="color: #1155cc; font-size: 11pt; font-variant-east-asian: normal; font-variant-numeric: normal; text-decoration-line: underline; text-decoration-skip-ink: none; vertical-align: baseline; white-space: pre-wrap;">RFC 2818</span></a><span style="font-size: 11pt; font-variant-east-asian: normal; font-variant-numeric: normal; vertical-align: baseline; white-space: pre-wrap;"> in 2000.</span></p></li><li dir="ltr" style="font-family: Arial; font-size: 11pt; font-variant-east-asian: normal; font-variant-numeric: normal; list-style-type: disc; vertical-align: baseline; white-space: pre;"><p dir="ltr" role="presentation" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;"><span style="font-size: 11pt; font-variant-east-asian: normal; font-variant-numeric: normal; vertical-align: baseline; white-space: pre-wrap;">HTTP authentication is stateful and was defined in 1997 by </span><a href="https://tools.ietf.org/html/rfc2068#section-11" style="text-decoration-line: none;"><span style="color: #1155cc; font-size: 11pt; font-variant-east-asian: normal; font-variant-numeric: normal; text-decoration-line: underline; text-decoration-skip-ink: none; vertical-align: baseline; white-space: pre-wrap;">RFC 2068 Section 11</span></a><span style="font-size: 11pt; font-variant-east-asian: normal; font-variant-numeric: normal; vertical-align: baseline; white-space: pre-wrap;">, and later in 2014 by it's own </span><a href="https://tools.ietf.org/html/rfc7235" style="text-decoration-line: none;"><span style="color: #1155cc; font-size: 11pt; font-variant-east-asian: normal; font-variant-numeric: normal; text-decoration-line: underline; text-decoration-skip-ink: none; vertical-align: baseline; white-space: pre-wrap;">RFC 7235</span></a><span style="font-size: 11pt; font-variant-east-asian: normal; font-variant-numeric: normal; vertical-align: baseline; white-space: pre-wrap;">. As a foreshadowing sidenote, this token is the origin of </span><a href="https://tools.ietf.org/html/rfc7540#section-3.2.1" style="text-decoration-line: none;"><span style="color: #1155cc; font-size: 11pt; font-variant-east-asian: normal; font-variant-numeric: normal; text-decoration-line: underline; text-decoration-skip-ink: none; vertical-align: baseline; white-space: pre-wrap;">HTTP 2's upgrade token</span></a><span style="font-size: 11pt; font-variant-east-asian: normal; font-variant-numeric: normal; vertical-align: baseline; white-space: pre-wrap;">.</span></p></li><li dir="ltr" style="font-family: Arial; font-size: 11pt; font-variant-east-asian: normal; font-variant-numeric: normal; list-style-type: disc; vertical-align: baseline; white-space: pre;"><p dir="ltr" role="presentation" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;"><span style="font-size: 11pt; font-variant-east-asian: normal; font-variant-numeric: normal; vertical-align: baseline; white-space: pre-wrap;">HTTP caching is stateful and was defined in 1997 by </span><a href="https://tools.ietf.org/html/rfc2068#section-13" style="text-decoration-line: none;"><span style="color: #1155cc; font-size: 11pt; font-variant-east-asian: normal; font-variant-numeric: normal; text-decoration-line: underline; text-decoration-skip-ink: none; vertical-align: baseline; white-space: pre-wrap;">RFC 2068 Section 13</span></a><span style="font-size: 11pt; font-variant-east-asian: normal; font-variant-numeric: normal; vertical-align: baseline; white-space: pre-wrap;"> and later in its own </span><a href="https://tools.ietf.org/html/rfc7234" style="text-decoration-line: none;"><span style="color: #1155cc; font-size: 11pt; font-variant-east-asian: normal; font-variant-numeric: normal; text-decoration-line: underline; text-decoration-skip-ink: none; vertical-align: baseline; white-space: pre-wrap;">RFC 7234</span></a><span style="font-size: 11pt; font-variant-east-asian: normal; font-variant-numeric: normal; vertical-align: baseline; white-space: pre-wrap;"> in 2014.</span></p></li><li dir="ltr" style="font-family: Arial; font-size: 11pt; font-variant-east-asian: normal; font-variant-numeric: normal; list-style-type: disc; vertical-align: baseline; white-space: pre;"><p dir="ltr" role="presentation" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;"><span style="font-size: 11pt; font-variant-east-asian: normal; font-variant-numeric: normal; vertical-align: baseline; white-space: pre-wrap;">HTML itself also added state with stateful mechanisms like </span><a href="https://www.w3.org/TR/webstorage/" style="text-decoration-line: none;"><span style="color: #1155cc; font-size: 11pt; font-variant-east-asian: normal; font-variant-numeric: normal; text-decoration-line: underline; text-decoration-skip-ink: none; vertical-align: baseline; white-space: pre-wrap;">Web Storage</span></a><span style="font-size: 11pt; font-variant-east-asian: normal; font-variant-numeric: normal; vertical-align: baseline; white-space: pre-wrap;"> defined and used by the industry by 2011.</span></p></li></ul><p dir="ltr" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;"><span style="font-family: Arial; font-size: 11pt; font-variant-east-asian: normal; font-variant-numeric: normal; vertical-align: baseline; white-space: pre-wrap;">Now fondly remember the world of 2015</span></p><p dir="ltr" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;"><span style="font-family: Arial; font-size: 11pt; font-variant-east-asian: normal; font-variant-numeric: normal; vertical-align: baseline; white-space: pre-wrap;">Specifically, May 14, 2015 when HTTP 2 was released in </span><a href="https://tools.ietf.org/html/rfc7540" style="text-decoration-line: none;"><span style="color: #1155cc; font-family: Arial; font-size: 11pt; font-variant-east-asian: normal; font-variant-numeric: normal; text-decoration-line: underline; text-decoration-skip-ink: none; vertical-align: baseline; white-space: pre-wrap;">RFC 7540</span></a><span style="font-family: Arial; font-size: 11pt; font-variant-east-asian: normal; font-variant-numeric: normal; vertical-align: baseline; white-space: pre-wrap;">. The stateful fun was in full swing! Many new stateful components were built on top of HTTP 1.1's existing stateful components.</span></p><br /><p dir="ltr" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;"><span style="font-family: Arial; font-size: 11pt; font-variant-east-asian: normal; font-variant-numeric: normal; vertical-align: baseline; white-space: pre-wrap;">No longer did HTTP ceremoniously call itself "stateless" in honor of Sir Tim's original vision, although inaccurate for nearly two decades. A Control-F returns 125 hits for "state" and zero for "stateless" in the HTTP/2 RFC. HTTP/2 finally banished the stateless masquerading and embraced the long established reality of the web's statefulness. </span></p><br /><p dir="ltr" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;"><span style="font-family: Arial; font-size: 11pt; font-variant-east-asian: normal; font-variant-numeric: normal; vertical-align: baseline; white-space: pre-wrap;">These parts of HTTP/2 are stateful additions to the HTTP corpus:</span></p><br /><ul style="margin-bottom: 0; margin-top: 0;"><li dir="ltr" style="font-family: Arial; font-size: 11pt; font-variant-east-asian: normal; font-variant-numeric: normal; list-style-type: disc; vertical-align: baseline; white-space: pre;"><p dir="ltr" role="presentation" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;"><a href="https://tools.ietf.org/html/rfc7540#section-5" style="text-decoration-line: none;"><span style="color: #1155cc; font-size: 11pt; font-variant-east-asian: normal; font-variant-numeric: normal; text-decoration-line: underline; text-decoration-skip-ink: none; vertical-align: baseline; white-space: pre-wrap;">Streams</span></a><span style="font-size: 11pt; font-variant-east-asian: normal; font-variant-numeric: normal; vertical-align: baseline; white-space: pre-wrap;"> use a stateful unsigned 31-bit integer called a stream identifier.</span></p></li><li dir="ltr" style="font-family: Arial; font-size: 11pt; font-variant-east-asian: normal; font-variant-numeric: normal; list-style-type: disc; vertical-align: baseline; white-space: pre;"><p dir="ltr" role="presentation" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;"><a href="https://tools.ietf.org/html/rfc7540#section-6.2" style="text-decoration-line: none;"><span style="color: #1155cc; font-size: 11pt; font-variant-east-asian: normal; font-variant-numeric: normal; text-decoration-line: underline; text-decoration-skip-ink: none; vertical-align: baseline; white-space: pre-wrap;">Header blocks are used to statefully establish the stream identifier</span></a><span style="font-size: 11pt; font-variant-east-asian: normal; font-variant-numeric: normal; vertical-align: baseline; white-space: pre-wrap;">.</span></p></li><li dir="ltr" style="font-family: Arial; font-size: 11pt; font-variant-east-asian: normal; font-variant-numeric: normal; list-style-type: disc; vertical-align: baseline; white-space: pre;"><p dir="ltr" role="presentation" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;"><a href="https://tools.ietf.org/html/rfc7540#section-4" style="text-decoration-line: none;"><span style="color: #1155cc; font-size: 11pt; font-variant-east-asian: normal; font-variant-numeric: normal; text-decoration-line: underline; text-decoration-skip-ink: none; vertical-align: baseline; white-space: pre-wrap;">Frames reference stream identifiers</span></a><span style="font-size: 11pt; font-variant-east-asian: normal; font-variant-numeric: normal; vertical-align: baseline; white-space: pre-wrap;">.</span></p></li><li dir="ltr" style="font-family: Arial; font-size: 11pt; font-variant-east-asian: normal; font-variant-numeric: normal; list-style-type: disc; vertical-align: baseline; white-space: pre;"><p dir="ltr" role="presentation" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;"><a href="https://tools.ietf.org/html/rfc7540#section-4.3" style="text-decoration-line: none;"><span style="color: #1155cc; font-size: 11pt; font-variant-east-asian: normal; font-variant-numeric: normal; text-decoration-line: underline; text-decoration-skip-ink: none; vertical-align: baseline; white-space: pre-wrap;">Header Compression is stateful</span></a><span style="font-size: 11pt; font-variant-east-asian: normal; font-variant-numeric: normal; vertical-align: baseline; white-space: pre-wrap;">.</span></p></li><li dir="ltr" style="font-family: Arial; font-size: 11pt; font-variant-east-asian: normal; font-variant-numeric: normal; list-style-type: disc; vertical-align: baseline; white-space: pre;"><p dir="ltr" role="presentation" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;"><a href="https://tools.ietf.org/html/rfc8164" style="text-decoration-line: none;"><span style="color: #1155cc; font-size: 11pt; font-variant-east-asian: normal; font-variant-numeric: normal; text-decoration-line: underline; text-decoration-skip-ink: none; vertical-align: baseline; white-space: pre-wrap;">Opportunistic encryption is stateful</span></a><span style="font-size: 11pt; font-variant-east-asian: normal; font-variant-numeric: normal; vertical-align: baseline; white-space: pre-wrap;">.</span></p></li></ul><br /><h4 style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt; text-align: left;"><span style="font-family: Arial; font-size: 11pt; font-variant-east-asian: normal; font-variant-numeric: normal; vertical-align: baseline; white-space: pre-wrap;">The stateful present</span></h4><p dir="ltr" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;"><span style="font-family: Arial; font-size: 11pt; font-variant-east-asian: normal; font-variant-numeric: normal; vertical-align: baseline; white-space: pre-wrap;">Is HTTP stateless? HTTP can be stateless if you:</span></p><ul style="margin-bottom: 0; margin-top: 0;"><li dir="ltr" style="font-family: Arial; font-size: 11pt; font-variant-east-asian: normal; font-variant-numeric: normal; list-style-type: disc; vertical-align: baseline; white-space: pre;"><p dir="ltr" role="presentation" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;"><span style="font-size: 11pt; font-variant-east-asian: normal; font-variant-numeric: normal; vertical-align: baseline; white-space: pre-wrap;">Don't use stateful url's or other pre-cookie stateful gimmicks.</span></p></li><li dir="ltr" style="font-family: Arial; font-size: 11pt; font-variant-east-asian: normal; font-variant-numeric: normal; list-style-type: disc; vertical-align: baseline; white-space: pre;"><p dir="ltr" role="presentation" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;"><span style="font-size: 11pt; font-variant-east-asian: normal; font-variant-numeric: normal; vertical-align: baseline; white-space: pre-wrap;">Don't use cookies.</span></p></li><li dir="ltr" style="font-family: Arial; font-size: 11pt; font-variant-east-asian: normal; font-variant-numeric: normal; list-style-type: disc; vertical-align: baseline; white-space: pre;"><p dir="ltr" role="presentation" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;"><span style="font-size: 11pt; font-variant-east-asian: normal; font-variant-numeric: normal; vertical-align: baseline; white-space: pre-wrap;">Don't use HTTPS.</span></p></li><li dir="ltr" style="font-family: Arial; font-size: 11pt; font-variant-east-asian: normal; font-variant-numeric: normal; list-style-type: disc; vertical-align: baseline; white-space: pre;"><p dir="ltr" role="presentation" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;"><span style="font-size: 11pt; font-variant-east-asian: normal; font-variant-numeric: normal; vertical-align: baseline; white-space: pre-wrap;">Don't use HTTP authentication.</span></p></li><li dir="ltr" style="font-family: Arial; font-size: 11pt; font-variant-east-asian: normal; font-variant-numeric: normal; list-style-type: disc; vertical-align: baseline; white-space: pre;"><p dir="ltr" role="presentation" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;"><span style="font-size: 11pt; font-variant-east-asian: normal; font-variant-numeric: normal; vertical-align: baseline; white-space: pre-wrap;">Don't use HTTP caching.</span></p></li><li dir="ltr" style="font-family: Arial; font-size: 11pt; font-variant-east-asian: normal; font-variant-numeric: normal; list-style-type: disc; vertical-align: baseline; white-space: pre;"><p dir="ltr" role="presentation" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;"><span style="font-size: 11pt; font-variant-east-asian: normal; font-variant-numeric: normal; vertical-align: baseline; white-space: pre-wrap;">Don't use web storage.</span></p></li><li dir="ltr" style="font-family: Arial; font-size: 11pt; font-variant-east-asian: normal; font-variant-numeric: normal; list-style-type: disc; vertical-align: baseline; white-space: pre;"><p dir="ltr" role="presentation" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;"><span style="font-size: 11pt; font-variant-east-asian: normal; font-variant-numeric: normal; vertical-align: baseline; white-space: pre-wrap;">Don't use HTTP 2's:</span></p></li><ul style="margin-bottom: 0; margin-top: 0;"><li dir="ltr" style="font-family: Arial; font-size: 11pt; font-variant-east-asian: normal; font-variant-numeric: normal; list-style-type: disc; vertical-align: baseline; white-space: pre;"><p dir="ltr" role="presentation" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;"><span style="font-size: 11pt; font-variant-east-asian: normal; font-variant-numeric: normal; vertical-align: baseline; white-space: pre-wrap;">Stream identifiers.</span></p></li><li dir="ltr" style="font-family: Arial; font-size: 11pt; font-variant-east-asian: normal; font-variant-numeric: normal; list-style-type: disc; vertical-align: baseline; white-space: pre;"><p dir="ltr" role="presentation" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;"><span style="font-size: 11pt; font-variant-east-asian: normal; font-variant-numeric: normal; vertical-align: baseline; white-space: pre-wrap;">Header blocks.</span></p></li><li dir="ltr" style="font-family: Arial; font-size: 11pt; font-variant-east-asian: normal; font-variant-numeric: normal; list-style-type: disc; vertical-align: baseline; white-space: pre;"><p dir="ltr" role="presentation" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;"><span style="font-size: 11pt; font-variant-east-asian: normal; font-variant-numeric: normal; vertical-align: baseline; white-space: pre-wrap;">Frames.</span></p></li><li dir="ltr" style="font-family: Arial; font-size: 11pt; font-variant-east-asian: normal; font-variant-numeric: normal; list-style-type: disc; vertical-align: baseline; white-space: pre;"><p dir="ltr" role="presentation" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;"><span style="font-size: 11pt; font-variant-east-asian: normal; font-variant-numeric: normal; vertical-align: baseline; white-space: pre-wrap;">Header compression.</span></p></li><li dir="ltr" style="font-family: Arial; font-size: 11pt; font-variant-east-asian: normal; font-variant-numeric: normal; list-style-type: disc; vertical-align: baseline; white-space: pre;"><p dir="ltr" role="presentation" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;"><span style="font-size: 11pt; font-variant-east-asian: normal; font-variant-numeric: normal; vertical-align: baseline; white-space: pre-wrap;">Opportunistic encryption.</span></p></li></ul></ul><br /><p dir="ltr" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;"><span style="font-family: Arial; font-size: 11pt; font-variant-east-asian: normal; font-variant-numeric: normal; vertical-align: baseline; white-space: pre-wrap;">...But then what's the point in calling HTTP "stateless"? </span><span style="font-family: Arial; font-size: 11pt; font-variant-east-asian: normal; font-variant-numeric: normal; font-weight: 700; vertical-align: baseline; white-space: pre-wrap;">It's reasonable for a system of HTTP's maturity to be stateful. </span></p><br /><p dir="ltr" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;"><span style="font-family: Arial; font-size: 11pt; font-variant-east-asian: normal; font-variant-numeric: normal; vertical-align: baseline; white-space: pre-wrap;">Is it possible to develop a stateless HTTP web application? Of course! Your web application can ignore the many stateful components of HTTP and operate statelessly, but your one stateless application would not reflect the pervasive stateful web apps on the web at large. Wikipedia, Facebook, Google, Reddit, Hacker News, Spotify, Netflix, and more all use HTTP statefully. It is difficult to mention websites that even work without state. </span></p><br /><p dir="ltr" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;"><span style="font-family: Arial; font-size: 11pt; font-variant-east-asian: normal; font-variant-numeric: normal; vertical-align: baseline; white-space: pre-wrap;">Without careful consideration your new "stateless" http application may still allow browsers and HTTP servers to use HTTP statefully. But why trouble with such mental gymnastics? It's far harder to use HTTP statelessly than just to accept the efficiency benefits of state. </span></p><br /><p dir="ltr" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;"><span style="font-family: Arial; font-size: 11pt; font-variant-east-asian: normal; font-variant-numeric: normal; vertical-align: baseline; white-space: pre-wrap;">Our once simple HTTP has grown up from it's humble stateless roots to a full fledged stateful system with many useful stateful components. The next time a 1988 nostalgic web developer says "http is stateless" while in the same breath mentioning cookies, chortle knowingly with the stateful HTTP truth.</span></p><br /><p dir="ltr" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;"><span style="font-family: Arial; font-size: 11pt; font-variant-east-asian: normal; font-variant-numeric: normal; vertical-align: baseline; white-space: pre-wrap;">HTTP is stateful. Almost all of the web is stateful and that's to be expected with it's complexity and maturity. </span></p><br /><br /><br /></span></h1></span>Zamicolhttp://www.blogger.com/profile/15007651142616692000noreply@blogger.com3tag:blogger.com,1999:blog-8479679645466687428.post-23232103231230589312018-12-09T01:26:00.000-08:002019-11-26T15:16:46.333-08:00What hash does Go modules (vgo, go mod) use for verification?<br />
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhjhwuxvU2-n78wY6PmIEmD4UxcSjSrHPVSGTsXuJORr4fgWtBpy961MVML1CRIjv7P-0pWefiNkV-hpyvtX1HeCJvz4PfEbqDlYl7rLOCt63Ag3Vt_v84fKyVg6h597dYpD25j-dgUSpuI/s1600/go_mod.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="600" data-original-width="1251" height="153" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhjhwuxvU2-n78wY6PmIEmD4UxcSjSrHPVSGTsXuJORr4fgWtBpy961MVML1CRIjv7P-0pWefiNkV-hpyvtX1HeCJvz4PfEbqDlYl7rLOCt63Ag3Vt_v84fKyVg6h597dYpD25j-dgUSpuI/s320/go_mod.png" width="320" /></a></div>
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<a href="https://blog.zamicol.com/2018/02/do-not-use-gits-built-in-gpg-signing.html" style="font-family: Verdana, sans-serif;">As mentioned in a previous blog<span id="goog_761349302"></span></a><span style="font-family: "verdana" , sans-serif;">, git's hashing mechanism isn't great. At the time of this writing, <a href="https://github.com/git/git/commit/6afedba8c97b5a8463e45ff801218433f8392d5d">the replacement is still not fully ready</a>, let alone used. </span><span style="font-family: "verdana" , sans-serif;">In my humble opinion, securely verifying code should be a primary function of git. Git historically has been indifferent on this point. It's argued git shouldn't be as it isn't security focused, while frustratingly containing a <a href="https://git-scm.com/book/id/v2/Git-Tools-Signing-Your-Work">built in function to do just that</a>. This means secure infrastructure must be a layer separate and above git. Languages or other ecosystems that use git must build their own systems. </span><br />
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<span style="font-family: "verdana" , sans-serif;">Go had no standard means of addressing this issue until <a href="https://github.com/golang/go/wiki/Modules">Go modules</a>. </span><span style="font-family: "verdana" , sans-serif;">Thankfully, Go wisely knew not to delegate this vital security feature to git. This also allows seamless employment of other versioning system like </span><span style="font-family: "verdana" , sans-serif;">mercurial or bazaar. </span><br />
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<span style="font-family: "verdana" , sans-serif;">A project's `go.sum` file can reference an external project like this:</span><br />
<blockquote class="tr_bq">
<span style="font-family: "verdana" , sans-serif;">example.com/example v0.0.0-20171218180944-5ea4d0ddac55 h1:jbGlDKdzAZ92NzK65hUP98ri0/r50vVVvmZsFP/nIqo=</span></blockquote>
<span style="font-family: "verdana" , sans-serif;">In this example, the project didn't have a manually created version number set as a git tag, <a href="https://golang.org/cmd/go/#hdr-Pseudo_versions">so Go created one</a>. `5ea4d0ddac55` is the first part of the git commit SHA-1 hash sufficient in length to reasonably avoid collisions. A hash is nice to have as a component of the version number, but Go does not use this for anything security related. Why then use a hash for a version number? Time isn't sufficient as version should be related to what the code is. By including parts of the commit hash, small changes will result in a different version number. </span><br />
<span style="font-family: "verdana" , sans-serif;"><br /></span>
<span style="font-family: "verdana" , sans-serif;">But the line doesn't stop with the version. The line continues and references "h1". What an improvement! Go modules is already anticipating using different hashing methods in the future. What is h1? Go modules uses SHA-256 as a </span><span style="font-family: "verdana" , sans-serif;">hashing algorithm for the verification of code and econdes the hash in Base64. More specifically, </span><span style="font-family: "verdana" , sans-serif;">Go modules compresses the whole directory as a `.zip` and then hashes the results. </span><span style="font-family: "verdana" , sans-serif;">The local cache directory for the results are kept in `</span><span style="font-family: "verdana" , sans-serif;">$GOPATH/pkg/mod`. The file in the cache ending in `.ziphash` contains the same hash as in the `go.sum` file in a given project. </span><br />
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<span style="font-family: "verdana" , sans-serif;">Here's a couple relevant links to how this is accomplished:</span><br />
<span style="font-family: "verdana" , sans-serif;"><br /></span>
<span style="font-family: "verdana" , sans-serif;"><a href="https://github.com/golang/go/blob/master/src/cmd/go/internal/dirhash/hash.go">https://github.com/golang/go/blob/master/src/cmd/go/internal/dirhash/hash.go</a></span><br />
<span style="font-family: "verdana" , sans-serif;"><a href="https://github.com/golang/go/blob/master/src/cmd/go/internal/modcmd/verify.go">https://github.com/golang/go/blob/master/src/cmd/go/internal/modcmd/verify.go</a><br /><br />Thanks to Go's new module system, gophers no longer have to worry about what git is using. Go's verification mechanism is totally separate from external versioning tools and Go modules uses git only for versioning.<br /><br />Thanks Go!</span>Zamicolhttp://www.blogger.com/profile/15007651142616692000noreply@blogger.com2tag:blogger.com,1999:blog-8479679645466687428.post-262011818584265502018-11-19T15:54:00.002-08:002019-11-26T15:33:47.043-08:00How to repair a Electrolux canister vacuum with a dead head<span style="font-family: inherit;"><br /></span>
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEj6fZdNErTqcg-ZL70BBTbVGSmGJoD7i8OZL5vYCSas24ersXF-AY3OlB32s25sEFMs5VZ6hSS1f5ylrRQIXrOzNXrwne9Y9PjKebJz3Va7n0cZbobfB-0DZ9v_TEPszOKeA_zxBFJRAHiN/s1600/electrolux.PNG" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="1142" data-original-width="1182" height="309" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEj6fZdNErTqcg-ZL70BBTbVGSmGJoD7i8OZL5vYCSas24ersXF-AY3OlB32s25sEFMs5VZ6hSS1f5ylrRQIXrOzNXrwne9Y9PjKebJz3Va7n0cZbobfB-0DZ9v_TEPszOKeA_zxBFJRAHiN/s320/electrolux.PNG" width="320" /></a></div>
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<span style="font-family: inherit;">I was generously given a Electrolux Ultra Flex canister vacuum bringing the total owned by my extended family to three. Electrolux has since released a new model after mine was purchased. </span><br />
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEj6fZdNErTqcg-ZL70BBTbVGSmGJoD7i8OZL5vYCSas24ersXF-AY3OlB32s25sEFMs5VZ6hSS1f5ylrRQIXrOzNXrwne9Y9PjKebJz3Va7n0cZbobfB-0DZ9v_TEPszOKeA_zxBFJRAHiN/s1600/electrolux.PNG" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><span style="font-family: inherit;"></span></a></div>
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<span style="font-family: inherit;">It sucks well, it cleans very well, it's decently quiet, fantastic on pet hair, it's great on stairs, and the </span>vacuum<span style="font-family: inherit;"> itself is easy to clean. </span><br />
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<span style="font-family: inherit;">Overall, it's probably the best vacuum I've ever used, except one has had a few issues. The clip for holding the wand upright broke, the retractable cord doesn't stop recoiling forcing me to use a clip on the cord when vacuuming, and worst of all the the head stopped working after a few months. No lights, no roller. The first two issues aren't a deal breaker, but a dead roller is a show stopper. </span><br />
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<span style="font-family: inherit;">I troubleshooted to an electrical issue where the detachable hose meets the canister. The electrical collar had a bad connection. I attempted to clean it of any debris but that didn't seem to help. </span><br />
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<span style="font-family: inherit;">I called Electrolux and they sent out another hose assemble with no problems. After a few weeks the new hose died as well. Since two hoses had died and Electrolux just released a new model I figured there was a design problem with the older model I owned. At this point I decided to fix it myself. </span><br />
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<span style="font-family: inherit;">A few warnings:</span><br />
<ol>
<li><span style="font-family: inherit;">This is an electrical modification and you should know what you are doing. </span></li>
<li><span style="font-family: inherit;">The canister collar will no longer be able to spin. This is a hard wire fix. If this isn't suitable for your vacuuming style, you will need to find another solution. This isn't really a concern for me. </span></li>
<li>Make sure this is the issue. It was easy for me because I could interchange parts with other vacuums. Also by wiggling the hose or holding it down it was obvious there was an issue with the base of the hose. </li>
</ol>
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Materials:</div>
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<ul>
<li>Wire cutter</li>
<li>Wire stripper</li>
<li>Phillips screw driver</li>
<li>Three 1/2 stainless steal screws</li>
<li>Small gauge electrical wire insulator, like shrink tube or electrical tape/paint</li>
<li>Drill with a small drill bit. </li>
</ul>
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<span style="font-family: inherit;">Instructions:</span><br />
<span style="font-family: inherit;">Open the collar port. There's a single black screw to do this. Then gently slip the outer collar from the inner. An o-ring might slip out. Be sure not to damage it or loose it. </span><br />
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgUGg7oZgCsF3iP_Y6sP2syqwTTDTDhPtaFEz6O4H9gMSgRYsUm4yrY4hJedcYgOOGKIy367gjClRvYBjRUOctmMI0yVklN3Bm-7G_WsZqCVVv7SzY_qmso-18OkeMMJSIgRmzX8YK5PAIL/s1600/IMG_20181119_142104.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="1600" data-original-width="1201" height="320" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgUGg7oZgCsF3iP_Y6sP2syqwTTDTDhPtaFEz6O4H9gMSgRYsUm4yrY4hJedcYgOOGKIy367gjClRvYBjRUOctmMI0yVklN3Bm-7G_WsZqCVVv7SzY_qmso-18OkeMMJSIgRmzX8YK5PAIL/s320/IMG_20181119_142104.jpg" width="240" /></a></div>
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<span style="font-family: inherit;">Slipping off the outer collar reveals two copper rings. Removing the copper rings reveal the wires connected to the hose. Cut the wire off the copper ring (and be sure not to cut the wire off from the hose!). The wires under the copper ring are bare and you will need to be insulated. Put the o-ring back and slip on the outer collar feeding out the two wires attached to the hose. </span><br />
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<span style="font-family: inherit;">Now you're ready to hard wire. The collar port contains two wires that attach to the main canister body. Wire the black to black and white to white. Use an insulator to make sure there's no bare wire that could short circuit. </span><br />
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<span style="font-family: inherit;">Now that it's hard wired, the collar _must not_ spin. I drilled three small holes from the outside and used 1/2 inch stainless steal screws. This will stop the base of the hose from spinning so that the new hard wired solution won't be ripped out. </span><br />
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhKSxuc0_EuammoCzSQ9gfm_GeRiWCAOsaWVZnSuKo9XceKI-NWUKPV_3HSt258v-3t20gAR1x967Cifr_aVCyDp7J5eBeeqTqnUt831Cu3qznenpKMuCO4y0zyazeGZc_URD2Y8lkmajKU/s1600/IMG_20181119_142059.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="1600" data-original-width="1201" height="320" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhKSxuc0_EuammoCzSQ9gfm_GeRiWCAOsaWVZnSuKo9XceKI-NWUKPV_3HSt258v-3t20gAR1x967Cifr_aVCyDp7J5eBeeqTqnUt831Cu3qznenpKMuCO4y0zyazeGZc_URD2Y8lkmajKU/s320/IMG_20181119_142059.jpg" width="240" /></a></div>
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<span style="font-family: inherit;">Finally, slip the collar port back on and attach the black screw. That's it! If you've had this problem like I've had with two of mine, that should fix the issue. </span><br />
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<span style="font-family: inherit;">Happy vacuuming! </span><br />
<span style="clear: left; float: left; font-family: inherit; margin-bottom: 1em; margin-right: 1em;"></span>Zamicolhttp://www.blogger.com/profile/15007651142616692000noreply@blogger.com1tag:blogger.com,1999:blog-8479679645466687428.post-64438588382870538382018-09-21T00:34:00.007-07:002023-03-11T15:43:37.385-08:00Gravity Wells are Sombreros<span face="verdana, sans-serif"><br />You've probably seen an illustration of a gravity well, something like this:</span><br />
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<span face="verdana, sans-serif"><img src="https://lh5.googleusercontent.com/B6VRcE7aK5iwEVwegDhAs4XFTNAHjz3n7WjTLpcrofegsdEZ0Kw5kSaoCguIM7exDFOpcuJyjrr1ZXMBiyF2AvH5LEFBUh4gQYUNqvHVjoLIv7JQm85wFTuA5xJuqQ2ZBrAv7UZO" /></span></div>
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Or maybe you've seen one with Earth like <a href="https://phys.org/news/2016-01-strong-gravity-planets.html">this image</a>:<br /><br /><div style="text-align: center;">
<img height="394" src="https://lh3.googleusercontent.com/ppX5zsMH7egDFn0NRCGvWmqlkBOWM7r8zfdlF1cFIrx_JXEfBgMbtfX4AzjYLkk2d120HUcX06DRaMvgwVBV9q-Oa0oNHHcLeZSmFDfwmN3Bh7cfS9gOBkJZZu_ivkwek03MYLOs" width="640" /></div>
<br />Whenever I saw these gravity well depictions in school I mistakenly assumed they depicted gravity. They don't. These gravity wells depict <a href="https://en.wikipedia.org/wiki/Gravitational_potential">gravitational potential</a>, not gravity. Gravitational potential tells you how much time is warped and how slow local time will progress due to <a href="https://en.wikipedia.org/wiki/General_relativity">general relativity</a>. It is not, however, correlated to what local gravity is. These "gravity wells" are better thought of as "gravitational potential wells". </span><div>
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<span face="verdana, sans-serif">Another problem is that these illustrations work fine for distances far away from massive bodies, but in regions of massive space, it is not how gravity works. For example, <a href="https://xkcd.com/681_large/">Xkcd's depiction</a> relates planet radius to gravity. </span>That depiction shows gravity up to the surface of the planets, but then sneakily substitutes gravity with planet radius. The presentation obscures that no information about gravity inside of the planets is provided! These depictions we've all seen our whole lives all share one blunder: they do not show how gravity works <b>in</b> massive bodies. </div><div><span face="verdana, sans-serif"><br />So then, what do gravity wells look like near and in massive bodies? To illustrate, let's envision an empty area of space with a one light year radius and a single celestial body, for example Earth, in the center. <br /><br /><div style="text-align: center;">
<div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/a/AVvXsEg1-L7GDd_ax8rF6TyCpe6Qd5X2CLPD7TUOxwaUOanHg2Cq43BnJ_g2eKb_bJNuNudb8dGNYZZnaGyhGTJIxsndCkbt1SSSagTikU-X6QBi-T3bEQ4Dwx3zqWWaTcqHe8jV7X-dslsUiaP9LcZxVXSIkcAcPqRk7Hno2g2ix8ZFTjMEjSJ8UEnfY_JAYQ" style="margin-left: 1em; margin-right: 1em;"></a><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/a/AVvXsEg1-L7GDd_ax8rF6TyCpe6Qd5X2CLPD7TUOxwaUOanHg2Cq43BnJ_g2eKb_bJNuNudb8dGNYZZnaGyhGTJIxsndCkbt1SSSagTikU-X6QBi-T3bEQ4Dwx3zqWWaTcqHe8jV7X-dslsUiaP9LcZxVXSIkcAcPqRk7Hno2g2ix8ZFTjMEjSJ8UEnfY_JAYQ" style="margin-left: 1em; margin-right: 1em;"></a><a href="https://blogger.googleusercontent.com/img/a/AVvXsEgnaF82y2ITP7pd0V1y1EESwcGKidZm5Hfoe4YOFIrvC4seDpsnv7UixhaY4FaV8kLHLZ40J__naa4ZjLXIFs20gtQN_-OLBqdKAwwhaEpc3eZNJxNCosxq3RMHJDgiQQguF26hj1sOxmTtQniAWwW6W7ssV_vKIyzuTpTR5zlbpDSE50yCN7qABQ27cg" style="margin-left: 1em; margin-right: 1em;"></a><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/a/AVvXsEgnaF82y2ITP7pd0V1y1EESwcGKidZm5Hfoe4YOFIrvC4seDpsnv7UixhaY4FaV8kLHLZ40J__naa4ZjLXIFs20gtQN_-OLBqdKAwwhaEpc3eZNJxNCosxq3RMHJDgiQQguF26hj1sOxmTtQniAWwW6W7ssV_vKIyzuTpTR5zlbpDSE50yCN7qABQ27cg" style="margin-left: 1em; margin-right: 1em;"></a><a href="https://blogger.googleusercontent.com/img/a/AVvXsEiRHkprtiltr5QWVanr98F7aFW4rtJ81iEtva9o2JXg-8N12tD1KAXjE-MKvtwgeMV56ZmHV1E9lh8gpeOGhWTCY6yomeDD_XvsmH4J4ZC5QyZUkBSqR-CufHUtaAUHmUdj2QlA3Pg3T8Bl1EZipF4Gmtnxn7676rhCD3VaydBQJeS_0YN5sh3WIYlXyw" style="margin-left: 1em; margin-right: 1em;"><img alt="" data-original-height="410" data-original-width="412" height="468" src="https://blogger.googleusercontent.com/img/a/AVvXsEiRHkprtiltr5QWVanr98F7aFW4rtJ81iEtva9o2JXg-8N12tD1KAXjE-MKvtwgeMV56ZmHV1E9lh8gpeOGhWTCY6yomeDD_XvsmH4J4ZC5QyZUkBSqR-CufHUtaAUHmUdj2QlA3Pg3T8Bl1EZipF4Gmtnxn7676rhCD3VaydBQJeS_0YN5sh3WIYlXyw=w470-h468" width="470" /></a></div><br /></div><br /></div><br /></div>
<br />To establish current understanding, in this thought experiment where is the least and most gravity? <br /><br />Based on the gravity well depiction, one might assume someone standing on the edge of this miniverse would experience the least gravity and someone standing in the middle would experience the most. <br /><br />That's a reasonable answer based on previous depictions, but it's not true. <br /><br />Where is the most gravity in Earth? Could it be the Dead Sea, the North Pole, the Mariana Trench, or Mt. Everest? <br /><br /><a href="https://en.wikipedia.org/wiki/Gravity_of_Earth">Consider this graph of Earth's gravity according to the Preliminary Reference Earth Model (PREM)</a>. The area of most gravity is almost 3,000 km below Earth's surface about halfway to the core. The point of least gravity is the center of the planet. <br /><br /><img height="435" src="https://lh3.googleusercontent.com/7rP27DntQSyIwsCCnUyrRYR0923Ef615CFPa5p08kn4TGKiN0l9iYDRbznbCSGNih8_dzxm4Y0PjSla-JIxjNbT9PZwCFwrwhhkIBbI7KJkUBNp_KqKnGCIR0Lq5hr4iSCP1fdlT" width="640" /><br /><br /><br /><b><span style="font-size: medium;">The points of both most and least gravity are both below the planet's surface! </span></b><br /><br />The answer to our previous hypothetical was wrong. A miniverse with an Earth like mass has the point of least gravity at the center and the area of most gravity below the body's surface. <br /><br />To match traditional gravity well depictions Earth's gravity graph can be flipped so that low gravity is up and high gravity is down. Mirroring the graph then shows a path down to the core and back up again. The result is a sombrero cross section of Earth's gravity. Note the highest point in gravity well, the point of least gravity, is inside of the planet and not on the edges. The edges approach zero, but will never reach it. <br /><br /><div style="text-align: center;">
<img src="https://lh4.googleusercontent.com/xWa588xLEa539BJ0EdonmxTJcnLTrFL104s2TpbG6oPOmTjDHgyviVQv8re9W4HRi20qq5pN7vn4_oeE2jFXpE2OKiJaeK8SuUcyvka99AdB7oDtoywGL5MAM6ObhUKuKOy9yoXO" /></div>
<br />How does this relate to general relativity and time dilation? Although said frequently, gravitational time dilation is not dependent on acceleration. </span> <b>Time dilation is always dependent on velocity. </b> This is obvious for special relativity. In the case of gravity wells, time dilation is dependent on <b>escape velocity</b>; acceleration isn't needed in any of the calculations. The higher the value for escape velocity, the larger the time dilation. The point of the most time dilation is the center of Earth, while the least time dilation is the point furthest away from Earth. </div><div><br /></div><div><span face="verdana, sans-serif">To match the traditional 3D depiction, Earth's gravity well looks something like this. <br /><br /><div style="text-align: center;">
<img height="457" src="https://lh3.googleusercontent.com/hv2hXTy5Q1rpbUxppHy_dpbDGyeDBahDKLV-JiTULVw4mPo7CF1POyNgRh0BfWsb2hyOwQUmdLA4m8OlxN0U6wv_MEWVrBmQscHuA2Zx2aiIIXAFQoqylafrdKHMNM68_x_PZP9N" width="640" /></div>
<br />Gravity wells are not just dips. Gravity wells are sombreros. </span></div>
Zamicolhttp://www.blogger.com/profile/15007651142616692000noreply@blogger.com0tag:blogger.com,1999:blog-8479679645466687428.post-53038241307071715072018-03-21T23:35:00.000-07:002018-04-06T01:36:52.465-07:00It's JOSE, not JWT (A Pedantic Complaint)<div dir="ltr" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt; text-align: center;">
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<span class="c0" style="font-size: 11pt; vertical-align: baseline;">You might have heard about JWT's, but the JWT specification is just about claims as a payload inside of a JWS, which is apart of the JOSE specification. <br /><br />In a small series of RFC's, 7515 to 7519, JOSE (JSON Object Signing and Encryption) is defined as a standard that uses cryptographic functions for communication across applications using JSON. JOSE is an effort to modernize a hodgepodge of standards and provides a basic framework for future cryptographic applications all while using the popular and familiar JSON standard. JOSE isn't alway concrete with its recommendations and instead sometimes prefers basic guidance for applications seeking a starting point. JOSE is a needed and welcomed addition to a long history of web standards published using the Internet Engineering Task Force RFC process. </span></div>
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<span class="c0" style="font-size: 11pt; vertical-align: baseline;">JOSE is broken into two specifications. JWS (JSON Web Signature) is for signing and integrity protection. JWE (JSON Web Encryption) is for encryption. For some undivined reason JOSE's introduction resulted in much of the web referring to the whole standard as "JWT" (JSON Web Token), a small section of the larger standard. Perhaps it's because of the novel way JOSE was popularized on the web with cookies. JWT claims used in cookies can free servers from remembering session information by trusting the cryptographic signature, originally signed by the server, provided by the client. This novel usage is a small part of a much larger standard, and even this usage highlights the power of JWS. There's nothing special about JWT in a generalized case, as it is simply just a payload. </span></div>
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<span class="c0" style="font-size: 11pt; vertical-align: baseline;"><span style="font-size: 11pt;">Perhaps the name "JWT" is popular because of the way JOSE introduced itself in its RFC's. </span>The first RFC in the series concerns JWS and doesn't really explain what JOSE is. Instead the reader is told a JWS header is called a "JOSE header" and that everything else, its payload and signature, is called a "JWS payload" and a "JWS signature" as one would expect. Why would only the header be named "JOSE"? The reader using these clues is initially left to infer JWS is a subset of JOSE. In later RFC's JOSE clearly becomes the given name for the standard as a whole. For example RFC 7520 is titled "Examples of Protecting Content Using JSON Object Signing and Encryption (JOSE)". This is also made evident in drafts which include JOSE in the name as it is the name of the <a href="https://datatracker.ietf.org/wg/jose/charter/">IETF working group</a>. This information is lost to readers new with the final publishing. </span></div>
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Now back to JWT, a <span class="c6" style="color: #1155cc; text-decoration-line: underline; text-decoration-skip-ink: none;"><a class="c4" href="https://tools.ietf.org/html/rfc7515#section-3.3" style="text-decoration: inherit;">JWS or JWE encapsulates JWT</a></span><span class="c0" style="font-size: 11pt; vertical-align: baseline;">. The JWT specification notes that JWT's are just claims in a JWS. </span></div>
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<span class="c0" style="font-size: 11pt; vertical-align: baseline;"> JSON Web Token (JWT) is a compact, URL-safe means of representing</span></div>
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<span class="c0" style="font-size: 11pt; vertical-align: baseline;"> claims to be transferred between two parties. The claims in a JWT</span></div>
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<span class="c0" style="font-size: 11pt; vertical-align: baseline;"> are encoded as a JSON object that is used as the payload of a JSON</span></div>
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<span class="c0" style="font-size: 11pt; vertical-align: baseline;"> Web Signature (JWS) structure or as the plaintext of a JSON Web</span></div>
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<span class="c0" style="font-size: 11pt; vertical-align: baseline;"> Encryption (JWE) structure</span></div>
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<span class="c0" style="font-size: 11pt; vertical-align: baseline;">JWS is the real star of the show for most web applications, and all these pieces fit together under JOSE. </span></div>
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Zamicolhttp://www.blogger.com/profile/15007651142616692000noreply@blogger.com0tag:blogger.com,1999:blog-8479679645466687428.post-54441656933642353532018-03-16T10:40:00.001-07:002023-01-04T15:20:05.590-08:00Mormons, Polygamists, and Evangelicals: My Experience with the iWorks Scandal<div class="separator" style="clear: both; text-align: center;">
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<span class="c3" style="color: black; font-size: 13pt; vertical-align: baseline;">TL;DR:</span></h3>
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<span class="c3" style="color: black; font-size: 13pt; vertical-align: baseline;">I worked for Jeremy Johnson in Utah. He stole millions from people by charging customers for "free trials".</span></div>
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<span class="c3" style="color: black; font-size: 13pt; vertical-align: baseline;">Mormons, Polygamists, and Evangelicals: My Experience with the iWorks Scandal</span></h3>
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In late 2008 I moved to Ephraim, Utah in the<span class="c4" style="color: #1155cc; text-decoration-line: underline; text-decoration-skip-ink: none;"><a class="c5" href="https://en.wikipedia.org/wiki/Sanpete_County,_Utah" style="text-decoration: inherit;"> Sanpete valley</a></span><span class="c0" style="font-size: 11pt; vertical-align: baseline;"> for a few months one year after graduating from high school. I was 19 years old.</span></div>
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<span class="c0" style="font-size: 11pt; vertical-align: baseline;">I lived in the second story of a coffee shop caddy-corner from Snow College in what was once an old polygamist house. To quell any doubt of its history, the owner loved showing guests a false wall in a bedroom revealing a secret space, furnished with a small wire bed, where a polygamist hide wives during US marshal inspection.</span></div>
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“It’s Mormon forbidden but good!” the owner would jest pitching a cup of coffee. The shop was run by a determined group of evangelical Christians aiming to provide diversity in the homogeneous Mormon environment to the young student population attending Snow. There were Mormon church buildings every few blocks in the<a class="c5" href="https://www.google.com/url?q=https://99percentinvisible.org/episode/plat-of-zion/&sa=D&ust=1521225881614000&usg=AFQjCNE9PmqnjQQiKvHAx_TCMbXawC-6xw" style="text-decoration: inherit;"> </a><span class="c4" style="color: #1155cc; text-decoration-line: underline; text-decoration-skip-ink: none;"><a class="c5" href="https://99percentinvisible.org/episode/plat-of-zion/" style="text-decoration: inherit;">Mormon grid-planned</a></span><span class="c0" style="font-size: 11pt; vertical-align: baseline;"> city and the coffee shop was one of the few non-Mormon religious groups in the region. I was personally ex-Mormon having determined Mormonism wasn't for me at a young age. I had become acquainted with the coffee shop years previous by chance on a MySpace page. I moved to Utah with the hope to learn more about Christian ministry as I had hoped to eventually to enter ministry. My Mormon childhood had exposed me to enough religion to think ministry was my best chance at having a positive impact. I planned on finding work and being apart of the coffee shop efforts. This "internship" would be apart of my schooling.</span></div>
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<span class="c3" style="color: black; font-size: 13pt; vertical-align: baseline;">Polygamists</span></h3>
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<span class="c0" style="font-size: 11pt; vertical-align: baseline;">Ephraim sits an hour south of Provo with large stretches of open valley and farms between. During my first trip to Provo a few large white buildings caught my attention.</span></div>
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<span class="c0" style="font-size: 11pt; vertical-align: baseline;">“Why are there hotels out here in the middle of nowhere?”</span></div>
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<span class="c0" style="font-size: 11pt; vertical-align: baseline;">“Those aren’t hotels,” a friend replied. “Those are polygamist homes.”</span></div>
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<span class="c0" style="font-size: 11pt; vertical-align: baseline;">Once a friend whispered at the Walmart in Ephraim while pointing their nose inconspicuously at the checkers, “They’re all married to the same man”. I later confirmed with others that indeed this was true.</span></div>
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<span class="c3" style="color: black; font-size: 13pt; vertical-align: baseline;">Gays, Google AdWords, and an Illegal Alien: The iWorks Whirlwind</span></h3>
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As a broke 19 year old, a call center selling Internet products was the most appealing employer in the Sanpete valley. After a short interview I was hired. They noted my Coloradoan accent was perfect for the job. My calls were related to Google educational products. </div>
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<span class="c0" style="font-size: 11pt; vertical-align: baseline;">My first shock came shortly after being assigned a desk. I was at the end of a row and only had one person next to me. </span></div>
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<span class="c0" style="font-size: 11pt; vertical-align: baseline;">“Next week is my last week”. The young woman who sat next to me said. “They found me.”</span></div>
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<span class="c0" style="font-size: 11pt; vertical-align: baseline;">I raised my eyebrow with obvious confusion. “They found you?”</span></div>
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<span class="c0" style="font-size: 11pt; vertical-align: baseline;">“I get deported next week. I have no family in Mexico, I don’t know Spanish, and I’ve lived here my whole life. All I’ve ever known is Sanpete. I don’t know what I’m going to do.”</span></div>
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<span class="c0" style="font-size: 11pt; vertical-align: baseline;">I never would have guessed. She was a perfect, respectful, hard working American. She told me she was brought to America when she was only a few months old. She was gone the next week and was perhaps 20 years old. </span></div>
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<span class="c0" style="font-size: 11pt; vertical-align: baseline;">Many of the managers were apart of a relatively liberal polygamist group in Manti with some managers even married to the same men. Many of the workers were a part of another polygamist group in the valley. There were also a few Mormons and a handful of non-Mormon Christians. </span></div>
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<span class="c0" style="font-size: 11pt; vertical-align: baseline;">The first week on the job my supervisor told me, “Management likes you Zach. I overheard one of the managers saying, ‘His voice is as smooth as butter.’” My metrics were outstanding. I was a young kid who had loved everything computers and spent most of my free time playing with Linux. I was able to manage their workflow intuitively and my metrics showed it. </span></div>
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<span class="c0" style="font-size: 11pt; vertical-align: baseline;">Later, in a private closed door review, that same manager said with a thick Sanpete accent directly to me what she had already told my supervisor, "Your voice is as smooth as butter. If I wasn't married I'd snatch you right up." She was at least a decade or two older than her sister wives and perhaps double my age. "Was she just horny?" I wondered.</span></div>
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The overseas call center was on a Filipino island and we were told that not only were all male Filipino employees gay, but in fact, the whole island was gay. Was this the biased perception<span class="c0" style="font-size: 11pt; vertical-align: baseline;"> of the polygamist management or a poor retelling of a poem by Sappho of Lesbos? The truth stayed hidden as I never dared to ask our Filipino coworkers directly, but they were very friendly and overjoyed to talk with Americans. </span></div>
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<span class="c0" style="font-size: 11pt; vertical-align: baseline;">“Hi sir Zach! It’s so good to hear you, sir Zach!” I would hear ecstatically many times a day. We would laugh at their cheerful insistence on always calling us "sir". </span></div>
</h3>
<h3 class="c6" id="h.5xjicgazssrx" style="break-after: avoid; color: #434343; font-family: Arial; font-size: 14pt; line-height: 1.15; padding-bottom: 4pt; padding-top: 14pt;">
<span class="c3" style="color: black; font-size: 13pt; vertical-align: baseline;">Gabe</span></h3>
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<div class="c1" style="color: black; font-size: 11pt; font-weight: 400; line-height: 1.15; padding-bottom: 0pt; padding-top: 0pt;">
One of my roommates was Gabe, an ex-Mormon like me. We meet before during my previous summer visits to the Sanpete Valley<span class="c0" style="font-size: 11pt; vertical-align: baseline;"> and always enjoyed his cheerful company.<br /><br />Gabe was in need of work, but had terrible seizures from neurosarcoidosis at night. Sleep proved a difficult burden to overcome in holding a day job. He had been let go from various places around the Valley who saw Gabe as flaky and undependable. As his roommate I knew the grimmer reality of his condition.</span></div>
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<span class="c0" style="font-size: 11pt; vertical-align: baseline;">iWorks was in desperate need of help and I asked them to hire Gabe. I explained his condition and they were willing to deal with the unexpected absences Gabe’s seizures caused. “Show up when you can and we’ll pay you for that."</span></div>
</h3>
<h3 class="c6" id="h.vvwzi4tl9rtf" style="break-after: avoid; color: #434343; font-family: Arial; font-size: 14pt; line-height: 1.15; padding-bottom: 4pt; padding-top: 14pt;">
<span class="c3" style="color: black; font-size: 13pt; vertical-align: baseline;">Scandal Uncovered</span></h3>
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<span class="c0" style="font-size: 11pt; vertical-align: baseline;">One day a Filipino employee transferred a call to me. Normally there were no issues as we would issue refunds liberally, but this particular customer insisted on speaking with a supervisor despite a full refund. As English speaking Americans, most American positions were “supervisors” of the overseas staff.</span></div>
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<span class="c0" style="font-size: 11pt; vertical-align: baseline;">“Here’s the link to the signup page”, I said to the customer. </span></div>
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They responded, “No. this was not the link. I signed up on a <span class="c7" style="font-style: italic;">different</span><span class="c0" style="font-size: 11pt; vertical-align: baseline;"> link.”</span></div>
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<span class="c0" style="font-size: 11pt; vertical-align: baseline;">"This is the link I have sir."</span></div>
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“No, you are <span class="c7" style="font-style: italic;">wrong</span>.<span class="c12" style="font-weight: 700;"> </span><span class="c7" style="font-style: italic;">I read everything thoroughly. The page promised not to charge my credit card</span><span class="c0" style="font-size: 11pt; vertical-align: baseline;">” They said stressing every syllable. “Please, find out what they are doing and stop them from hurting people.” They paused, searching for words. </span><span style="font-size: 11pt;">“Get to the bottom of this and stop them from hurting more people.”</span></div>
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<span class="c0" style="font-size: 11pt; vertical-align: baseline;">I was moved by the genuine plea for correctness so I started to search.</span></div>
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<span class="c0" style="font-size: 11pt; vertical-align: baseline;">iWorks had given us a large list of links to all the company’s products. During training I had also seen a map of “target regions” which was the contiguous United States with the glaring exception of Utah itself. iWorks did not sell products to Utah, and appeared to exclude Utah from its AdWords campaigns. I had always thought this was strange, so I searched Google for terms related to our products over a VPN to outside the state. Google products, health, supplements, fitness, weight loss training, and “acai berry”. I quickly found an ad for one of our product pages.</span></div>
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<span class="c7" style="font-style: italic;">He was right</span><span class="c0" style="font-size: 11pt; vertical-align: baseline;">. The page iWorks showed to customers was totally different from the links given to employees. The only way we would have discovered this was by using an Internet connection outside of the state. </span></div>
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<span class="c0" style="font-size: 11pt; vertical-align: baseline;">Nearly identical to the links given to employees the customer facing page explicitly promised to not charge after the trial period. The page the employees were given said exactly the opposite. The link the company provided in emails and to employees was purposely deceitful. Management had been purposely deceiving employees with false pages which we were then giving to complaining victims. Even more concerning, from my workstation I could not access the URL, but it worked fine over the VPN. They were purposely blocking links inside the building and perhaps from IP addresses in the state. Even if a customer had sent us a link, employees would never have a way to view it, and would assume the customers were wrong. No outside emails were allowed. There was little chance an employee could ever see a screenshot and even then, how would they know it wasn't doctored?</span></div>
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<span class="c0" style="font-size: 11pt; vertical-align: baseline;">I immediately reported this to my supervisor, wrote an email to management, and quietly spoke with the trusted friends I had in the office.</span></div>
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<span class="c0" style="font-size: 11pt; vertical-align: baseline;">“I’ll issue refunds to everyone who calls in!” Gabe exclaimed when I told him my discovery and showed him the links.</span></div>
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<span class="c0" style="font-size: 11pt; vertical-align: baseline;">“You'll probably lose your job, Gabe.”</span></div>
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<span class="c0" style="font-size: 11pt; vertical-align: baseline;"></span></div>
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<span class="c0" style="font-size: 11pt; vertical-align: baseline;">“I don’t care, this is wrong. I’m giving everyone a refund that calls in. I won’t let them cheat old grandmas like this!”</span></div>
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<span class="c0" style="font-size: 11pt; vertical-align: baseline;"></span></div>
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<span class="c0" style="font-size: 11pt; vertical-align: baseline;">I was happily stunned at Gabe’s fidelity. This was the only job Gabe could hold in the valley, and he didn’t give it a second thought. He refused to do anything wrong. He refused immoral compensation. There were others in the call center that felt the same way. </span></div>
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<span class="c0" style="font-size: 11pt; vertical-align: baseline;">One of my other friends was not so gallant. “I can’t lose this job. I have to provide for my wife. I’ll just do what I’m told and trust that it’s okay with God.” I was disgusted with his appeal to God to bless willing compliance. He was able bodied, mobile, and could find work elsewhere if it came to that. It was a final blow to a strained friendship and was a stark contrast to Gabe’s intrepid commitment to justice. This friend was one of the reasons I had been living in Utah hoping to learn more about ministry. Without a strong sense of morality, I didn't desire to work with them on any future endeavor.</span></div>
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</h3>
<h3 class="c8" id="h.pnbif0oyx399" style="break-after: avoid; color: #434343; font-family: Arial; font-size: 14pt; line-height: 1.15; padding-bottom: 4pt; padding-top: 16pt;">
<span class="c11" style="color: black; font-size: 14pt; vertical-align: baseline;">Cover up</span></h3>
<h3 class="c4" style="break-after: avoid; color: #434343; font-family: Arial; font-size: 14pt; line-height: 1.15; padding-bottom: 4pt; padding-top: 14pt;">
<div class="c1" style="color: black; font-size: 11pt; font-weight: 400; line-height: 1.15; padding-bottom: 0pt; padding-top: 0pt;">
<span class="c0" style="font-size: 11pt; vertical-align: baseline;">I got a message from my supervisor the next day. “Management wants to see you.”</span></div>
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<span class="c0" style="font-size: 11pt; vertical-align: baseline;"></span></div>
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<span class="c0" style="font-size: 11pt; vertical-align: baseline;">“It’s been fun.” I thought as I entered the manager's office.</span></div>
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<span class="c0" style="font-size: 11pt; vertical-align: baseline;"></span></div>
<div class="c1" style="color: black; font-size: 11pt; font-weight: 400; line-height: 1.15; padding-bottom: 0pt; padding-top: 0pt;">
<span class="c0" style="font-size: 11pt; vertical-align: baseline;">“We’ve been impressed with your performance Zach. We are promoting you and giving you a raise, a bonus, and making you a supervisor trainer over one of our new programs.” My mouth dropped. I had only been there a few weeks and they were planning on promoting me? Did they not notice the volume of refunds we were giving? Our meeting was short, and as I was leaving, she remarked, “Oh and one more thing, about your email, we’ve fixed the problem, thank you for bringing it to our attention. It was a mistake from one of our old, out of commission sites. We’ve taken it down, and we'll be sure that we'll make it right with the few customers affected who signed on from that page.” I checked that night at home, the secret pages I had found were removed. Just maybe it was a genuine mistake. My new duties removed me from working with customers or product links directly and I wondered if this was the reason for my promotion. Regardless, if they tried it again, I would stay vigilant. </span></div>
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<span class="c0" style="font-size: 11pt; vertical-align: baseline;"></span></div>
<div class="c1" style="color: black; font-size: 11pt; font-weight: 400; line-height: 1.15; padding-bottom: 0pt; padding-top: 0pt;">
<span class="c0" style="font-size: 11pt; vertical-align: baseline;">In a couple weeks iWorks release a new acai berry product. Again, I searched Google for terms related to our products over a VPN. Again, I found landing pages purposely omitting charge information and promising customers that they would not be charged. The copy distributed internally that had been given was the exact inverse with explicit information about credit card charges. Again, employees could not access customer URLs from inside the call center. This was definitive. These pages were new for the new products. This was the final nail in the coffin. They knew exactly what they were doing. They were purposely lying to their customers and charging millions. </span></div>
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<span class="c0" style="font-size: 11pt; vertical-align: baseline;">I told everyone that would listen to me in the call center and showed them printouts of my proof. I wrote another email to my previous supervisor and CC’d management and I turned in my resignation. I felt like I had little reason to stay so I left Utah in the beginning of 2009, moving back to Pueblo, Colorado, my home.</span></div>
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<span class="c0" style="font-size: 11pt; vertical-align: baseline;"></span></div>
</h3>
<h3 class="c8" id="h.3f53pc7mdsqi" style="break-after: avoid; color: #434343; font-family: Arial; font-size: 14pt; line-height: 1.15; padding-bottom: 4pt; padding-top: 16pt;">
<span class="c11" style="color: black; font-size: 14pt; vertical-align: baseline;">Conclusion</span></h3>
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I regret not whistle blowing, but as a 19 year old I didn’t understand the full depth of iWorks deceit. I didn't know whistle blowing was a thing. I didn't know what they were doing was illegal as they had the blessings of the banks and credit card companies. I only knew what they were doing was morally wrong and I wouldn't be apart of it, just like Comcast's attacks on net neutrality. Thankfully, <span class="c4" style="color: #1155cc; text-decoration-line: underline; text-decoration-skip-ink: none;"><a class="c5" href="http://fox13now.com/2016/07/29/swallow-scandal-figure-jeremy-johnson-sentenced-in-fraud-case/" style="text-decoration: inherit;">Jeremy Johnson, the owner of iWorks, was rightfully sentence in a federal case</a></span><span class="c0" style="font-size: 11pt; vertical-align: baseline;"> in what is being called the “biggest political scandal in Utah history”. I hope he's removed from doing any harm for a long time. </span></div>
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<span class="c0" style="font-size: 11pt; vertical-align: baseline;">My friend Gabe, 31, of Ephraim, Utah, passed away unexpectedly on October 15, 2014 from complications with neurosarcoidosis. I will never forget Gabe's commitment to doing the right thing in face of the vacuous unknown. </span></div>
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Zamicolhttp://www.blogger.com/profile/15007651142616692000noreply@blogger.com0tag:blogger.com,1999:blog-8479679645466687428.post-1937389659387639162018-02-09T18:41:00.001-08:002018-12-09T01:14:41.582-08:00Do not use git's built in gpg signing until git uses something other than SHA-1<span style="font-family: "verdana" , sans-serif;">If you trust SHA-1 and think it's secure then this post isn't for you.</span><br />
<span style="font-family: "verdana" , sans-serif;"><br /></span>
<span style="font-family: "verdana" , sans-serif;">If you think SHA-1 has been weak for years, is not sufficient now, and is dangerous moving into the future, this post is for you.</span><br />
<span style="font-family: "verdana" , sans-serif;"><br /></span>
<span style="font-family: "verdana" , sans-serif;"><a href="https://git-scm.com/book/id/v2/Git-Tools-Signing-Your-Work">Git's online documentation describes how to sign a git commit</a>.</span><br />
<pre class="highlight" style="background: rgb(238, 238, 238); border-radius: 3px; border: 1px solid rgb(239, 238, 230); box-sizing: border-box; line-height: 15.12px; margin-bottom: 10px; margin-top: 10px; overflow: auto; padding: 2px;"><span style="color: #333333;"><span style="font-family: "verdana" , sans-serif; font-size: 11.7px;">$ git commit -a -S -m 'signed commit'</span></span></pre>
<span style="font-family: "verdana" , sans-serif;">The massive elephant in the tiny git security room is that SHA-1 is no longer considered secure, and <a href="https://www.computerworld.com/article/3173616/security/the-sha1-hash-function-is-now-completely-unsafe.html">has been considered weak for a long time (about 13 years).</a> Bruce Schneier <a href="https://www.schneier.com/blog/archives/2005/02/cryptanalysis_o.html">warned in February 2005 that SHA-1 needed to be replaced</a>. Git development didn't start until April 2005. Before git had started development, SHA-1 was identified as needing to be deprecated.</span><br />
<span style="font-family: "verdana" , sans-serif;"><br /></span>
<span style="font-family: "verdana" , sans-serif;">When signing a git commit using the built in gpg function the project is not rehashed with a secure hash function, like SHA-256 or SHA3-256. Instead, gpg signs the commit hash directly.</span><br />
<span style="font-family: "verdana" , sans-serif;"><br /></span>
<b><span style="font-family: "verdana" , sans-serif;">And yes, this commit hash is still a SHA-1 hash. It's not signing the result of a secure hash algorithm.</span></b><br />
<span style="font-family: "verdana" , sans-serif;"><br /></span>
<span style="font-family: "verdana" , sans-serif;">A signing algorithm is only as good as its weakest point. Just because something is signed doesn't magically make it secure if the underlying hash algorithm is insecure. Worse, if a secure hash algorithm, like SHA-3, hashes the result of an insecure hash algorithm, like the git commit hash, the result is still insecure.</span><br />
<span style="font-family: "verdana" , sans-serif;"><br /></span>
<span style="font-family: "verdana" , sans-serif;">To make signing git code secure, the SHA-1 hash should be discarded and <b>everything must be rehashed with a secure algorithm before signing. </b>This however is not yet standardized in the git world. Anything one does securely will not be relevant for existing git infrastructure. Go ahead and sign your code using something secure, your square peg won't fit into git's infrastructure. Anything secure will need infrastructure over and above git to ensure security.</span><br />
<span style="font-family: "verdana" , sans-serif;"><br /></span>
<span style="font-family: "verdana" , sans-serif;"><a href="https://github.com/git/git/commit/721cc4314cb593e799213ad5f926a1e9fc5779b0">Git is moving to support secure hashes, but it's not adopted yet.</a> Even when it is, it will take time for the infrastructure to catch up.</span><br />
<span style="font-family: "verdana" , sans-serif;"><br /></span>
<span style="font-family: "verdana" , sans-serif;">So what's so bad about signing a SHA-1 hash? If an attacker finds a collision they can have two copies of a repository, a good version and a bad version both with the signature's blessing. <a href="https://security.googleblog.com/2017/02/announcing-first-sha1-collision.html">Google's security blog has better examples</a>, but for simplicity:</span><br />
<span style="font-family: "verdana" , sans-serif;"><br /></span>
<span style="font-family: "verdana" , sans-serif;"> SHA-1 ( good code ) = hash123</span><br />
<span style="font-family: "verdana" , sans-serif;"> SHA-1( hacker code ) = hash123</span><br />
<span style="font-family: "verdana" , sans-serif;"><br /></span>
<span style="font-family: "verdana" , sans-serif;">If the hash "hash123" is signed with with git's built in gpg functionality, not only is the signature valid for "good" code, but it could be valid for "hacker" code. Developers on the other side of the wire must have systems above and beyond git that prevent such attacks.</span><br />
<span style="font-family: "verdana" , sans-serif;"><br /></span>
<span style="font-family: "verdana" , sans-serif;">A malicious agent can commit a "good" version of a repo, wait until the commit is added to security sensitive repos, and then push the "bad" version. Bingo.</span><br />
<span style="font-family: "verdana" , sans-serif;"><br /></span>
<span style="font-family: "verdana" , sans-serif;">With specific commit hashes you cannot verify the the version you are building in production is the exact same code as the one a security team audited prior to release without trusting systems external of git.</span><br />
<span style="font-family: "verdana" , sans-serif;"><br /></span>
<span style="font-family: "verdana" , sans-serif;">Alternatives? Don't use git's built in gpg signing functionality. Instead, compress your repo and <a href="https://access.redhat.com/solutions/1541303">sign the resulting file manually.</a> Anyone on the other side of the wire will need to familiarize themselves with this process, manually verify, or use a tool outside of git to verify.</span>Zamicolhttp://www.blogger.com/profile/15007651142616692000noreply@blogger.com0tag:blogger.com,1999:blog-8479679645466687428.post-66682520677390809282017-12-22T15:27:00.000-08:002018-02-10T14:02:22.589-08:00Cross pricing of cryptocurrency causes a money multiplying effect like fractional reserve banking<div style="line-height: 100%; margin-bottom: 0in;">
<div style="line-height: 100%; margin-bottom: 0in;">
<br /></div>
<div style="font-style: normal; font-variant: normal; font-weight: normal; line-height: 165%; margin-bottom: 0in; text-decoration: none;">
<span style="color: black;"><span style="font-family: "arial";"><span style="font-size: x-small;"><span style="background: transparent;">Efficient
markets maintain cross elasticity of demand and cross elasticity of
supply. In addition to these forces, reliable cryptocurrency
exchanges have established trusted cross pricing among
cryptocurrencies pairs. This cross cryptocurrency denomination
results in a money multiplying effect in the cryptocurrency market. </span></span></span></span></div>
<br />
<div style="font-style: normal; font-variant: normal; font-weight: normal; line-height: 165%; margin-bottom: 0in; text-decoration: none;">
<span style="color: black;"><span style="font-family: "arial";"><span style="font-size: x-small;"><span style="background: transparent;">By
either directly pricing a particular cryptocurrency in other pairs,
or by increased liquidity readily accessible to anyone with a
computer, bitcoin, ethereum, and other cryptocurrencies are
increasing cross priced with other cryptocurrencies. This cross
pricing is causing the cryptocurrency market to become more elastic
relative to its underlying fiat demand. </span></span></span></span></div>
<br />
<div style="font-style: normal; font-variant: normal; font-weight: normal; line-height: 165%; margin-bottom: 0in; text-decoration: none;">
<span style="color: black;"><span style="font-family: "arial";"><span style="font-size: x-small;"><span style="background: transparent;">For
example, a hypothetical $20,000 purchase of ether could raise the
entire cryptocurrency market by $100,000. Buying $20,000 of
ether has a price inflating effect on bitcoin as bitcoin's value is
somewhat priced in ether. By the time arbitrage is performed to
absorb the purchase of ether, bitcoin's price relative to ether may
outrun the utility of arbitrage.</span></span></span></span></div>
<br />
<div style="line-height: 165%; margin-bottom: 0in;">
<span style="font-variant: normal;"><span style="color: black;"><span style="text-decoration: none;"><span style="font-family: Arial;"><span style="font-style: normal;"><span style="font-weight: normal;"><span style="background: transparent;"><span style="font-family: arial; font-size: x-small;">Cryptocurrency
markets now experience a sort of</span> </span></span></span></span></span></span></span><a href="https://en.wikipedia.org/wiki/Money_multiplier"><span style="font-variant: normal;"><span style="color: #1155cc;"><span style="text-decoration: none;"><span style="font-family: "arial";"><span style="font-size: x-small;"><span style="font-style: normal;"><u><span style="font-weight: normal;"><span style="background: transparent;">money
multiplier effect</span></span></u></span></span></span></span></span></span></a><span style="font-variant: normal;"><span style="color: black;"><span style="text-decoration: none;"><span style="font-family: "arial";"><span style="font-size: x-small;"><span style="font-style: normal;"><span style="font-weight: normal;"><span style="background: transparent;">,
not through banks inflating the money supply by supplying customers
loans, but through cross price action outrunning arbitrage.</span></span></span></span></span></span></span></span></div>
<br />
<div style="line-height: 165%; margin-bottom: 0in;">
<span style="font-variant: normal;"><span style="color: black;"><span style="text-decoration: none;"><span style="font-family: Arial;"><span style="font-style: normal;"><span style="font-weight: normal;"><span style="background: transparent;"><span style="font-family: arial; font-size: x-small;">Cryptocurrency
market value is now less tied to value derived from fiat</span> </span></span></span></span></span></span></span><a href="https://en.wikipedia.org/wiki/Monetary_base"><span style="font-variant: normal;"><span style="color: #1155cc;"><span style="text-decoration: none;"><span style="font-family: "arial";"><span style="font-size: x-small;"><span style="font-style: normal;"><u><span style="font-weight: normal;"><span style="background: transparent;">base
money</span></span></u></span></span></span></span></span></span></a><span style="font-variant: normal;"><span style="color: black;"><span style="text-decoration: none;"><span style="font-family: "arial";"><span style="font-size: x-small;"><span style="font-style: normal;"><span style="font-weight: normal;"><span style="background: transparent;">,
which in this case could be thought of as liquid fiat money actively
available for use in exchange of cryptocurrencies. Instead, a
particular cryptocurrency value is more tied to this cross pricing.
The larger this fiat base money supply, the much larger the
cryptocurrency market value becomes. </span></span></span></span></span></span></span></span></div>
<br />
<div style="font-style: normal; font-variant: normal; font-weight: normal; line-height: 165%; margin-bottom: 0in; text-decoration: none;">
<span style="color: black;"><span style="font-family: "arial";"><span style="font-size: x-small;"><span style="background: transparent;">State
issues fiat has not been sufficiently divisible for such usage,
causing price stickiness thanks to its indiscrete nature, but
cryptocurrency's divisible properties allow "money creation"
merely through division and cross pricing. </span></span></span></span></div>
<br />
<div style="font-style: normal; font-variant: normal; font-weight: normal; line-height: 165%; margin-bottom: 0in; text-decoration: none;">
<span style="color: black;"><span style="font-family: "arial";"><span style="font-size: x-small;"><span style="background: transparent;">Bitcoin's
decreasing liquidity, compared to a lopsided liquidity of fiat, may
have helped spur the sudden explosion of cryptocurrency value.
Bitcoin's decreasing liquidity due to unresolved technical
issues helps increase cross pricing money multiplier effect. Holders
may not have time to sell before markets reprice other assets,
which are then in turn pricing bitcoin itself. This illiquidity
may have caused a feedback loop in cryptocurrency. When
purchasing however, services like Coinbase allow relatively quick
purchases, a lopsided purchasing liquidity power of fiat relative to
illiquid bitcoin selling.</span></span></span></span></div>
<br />
<div style="font-style: normal; font-variant: normal; font-weight: normal; line-height: 165%; margin-bottom: 0in; text-decoration: none;">
<span style="color: black;"><span style="font-family: "arial";"><span style="font-size: x-small;"><span style="background: transparent;">This
may also mean there could be extraordinary downward swings in value
as markets adapt to this illiquidity. </span></span></span></span>
</div>
<br />
<div style="font-style: normal; font-variant: normal; font-weight: normal; line-height: 165%; margin-bottom: 0in; text-decoration: none;">
<span style="color: black;"><span style="font-family: "arial";"><span style="font-size: x-small;"><span style="background: transparent;">Regardless
of hypotheticals, cross pricing further removes bitcoin's value from
being tied to fiat. Cryptocurrency is becoming a more closed
system as internal cross pricing increases and external fiat pricing
decreases.</span></span></span></span></div>
</div>
Zamicolhttp://www.blogger.com/profile/15007651142616692000noreply@blogger.com14tag:blogger.com,1999:blog-8479679645466687428.post-35505280450941275262017-09-18T16:09:00.000-07:002019-10-20T18:41:55.222-07:00"Should I buy cryptocurrencies?" And other cryptocurrency questions<div dir="ltr" style="line-height: 1.38; margin-bottom: 3pt; margin-top: 0pt;">
<span style="font-family: "verdana" , sans-serif; font-size: 11pt; white-space: pre-wrap;">As bitcoin and ethereum appear frequently in the news, I've been getting a few questions about buying cryptocurrencies. </span></div>
<h2 dir="ltr" style="line-height: 1.38; margin-bottom: 6pt; margin-top: 18pt;">
<span style="background-color: transparent; color: black; font-size: 16pt; font-style: normal; font-weight: 400; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;"><div dir="ltr" style="font-size: medium; line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt; white-space: normal;">
<span style="font-size: 11pt; vertical-align: baseline; white-space: pre-wrap;"><span style="font-family: "verdana" , sans-serif;">Here's a short primer on my outlook. I am not an investor and this is not investment advice. Buy at your own personal total loss risk. </span></span><br />
<span style="font-family: "verdana" , sans-serif; font-size: 16pt; white-space: pre-wrap;"><br /></span>
<span style="font-family: "verdana" , sans-serif; font-size: 16pt; white-space: pre-wrap;">Should I buy cryptocurrency?</span><br />
<span style="color: black; font-size: 11pt; vertical-align: baseline; white-space: pre-wrap;"><span style="font-family: "verdana" , sans-serif;">If you have any interest in technology or finance and if technology plays more than a marginal role in your life, then yes. </span></span><span style="font-family: "verdana" , sans-serif; font-size: 11pt; white-space: pre-wrap;">Absolutely, emphatically, yes. </span><span style="font-family: "verdana" , sans-serif; font-size: 11pt; white-space: pre-wrap;">It's a great learning experience and certainly the future of money. </span></div>
</span></h2>
<div dir="ltr" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;">
<span style="font-family: "verdana" , sans-serif; font-size: 11pt; white-space: pre-wrap;">After you buy a little bit, play with it. Send some to a friend. Buy something online with it. Give someone an extra tip or give someone a paper wallet loaded with $20 worth. Have fun with it! </span></div>
<div dir="ltr" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;">
<span style="font-family: "verdana" , sans-serif; font-size: 11pt; white-space: pre-wrap;"><br /></span>
<span style="font-family: "verdana" , sans-serif; font-size: 11pt; white-space: pre-wrap;">Familiarize yourself with cryptocurrency first before making any significant purchase. Cryptocurrency is meant to be used, so go buy some stuff with it!</span><br />
<span style="font-family: "verdana" , sans-serif; font-size: 11pt; white-space: pre-wrap;"><br /></span>
<span style="font-family: "verdana" , sans-serif;"><span style="font-size: 14.6667px; white-space: pre-wrap;">Do a little research. Google it, read wikipedia pages, browse various forums like reddit, and dig around. One hour of your time might just change the rest of your life, or could just help you be more informed the next time you see CNBC talking about bitcoin. </span></span></div>
<b style="font-weight: normal;"><span style="font-family: "verdana" , sans-serif;"><br /></span></b>
<br />
<div dir="ltr" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;">
<span style="background-color: transparent; color: black; font-size: 11pt; font-style: normal; font-weight: 400; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;"><span style="font-family: "verdana" , sans-serif;">If you a 90 year old senior that has trouble using a TV remote, then no, you should generally not buy cryptocurrency. </span></span></div>
<h2 dir="ltr" style="line-height: 1.38; margin-bottom: 6pt; margin-top: 18pt;">
<span style="background-color: transparent; color: black; font-size: 16pt; font-style: normal; font-weight: 400; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;"><span style="font-family: "verdana" , sans-serif;">Where do I buy cryptocurrencies?</span></span></h2>
<div dir="ltr" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;">
<span style="font-family: "verdana" , sans-serif;"><span style="background-color: transparent; color: black; font-size: 11pt; font-style: normal; font-weight: 400; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;">If you are American, I would use </span><a href="https://www.coinbase.com/join/51416831c550f83be5000020" style="text-decoration: none;"><span style="background-color: transparent; color: #1155cc; font-size: 11pt; font-style: normal; font-weight: 400; text-decoration: underline; vertical-align: baseline; white-space: pre-wrap;">Coinbase</span></a><span style="background-color: transparent; color: black; font-size: 11pt; font-style: normal; font-weight: 400; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;"> to purchase. </span></span><br />
<span style="font-family: "verdana" , sans-serif;"><span style="background-color: transparent; color: black; font-size: 11pt; font-style: normal; font-weight: 400; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;"><br /></span></span></div>
<div dir="ltr" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;">
<span style="background-color: transparent; color: black; font-size: 11pt; font-style: normal; font-weight: 400; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;"><span style="font-family: "verdana" , sans-serif;">I don't recommend trading, but if you insist, use GDAX or Gemini to trade. There are many other exchanges. </span></span><br />
<span style="background-color: transparent; color: black; font-size: 11pt; font-style: normal; font-weight: 400; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;"><span style="font-family: "verdana" , sans-serif;"><br /></span></span>
<span style="background-color: transparent; color: black; font-size: 11pt; font-style: normal; font-weight: 400; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;"><span style="font-family: "verdana" , sans-serif;">There is the security problem of storing your cryptocurrency, and this problem can be significant. If you are not going to be in charge of your holding's security, which will be 95% of the general public, then the organization listed previously are among the most trusted American institutions. I would be okay with leaving small amounts of coins on these exchanges. </span></span></div>
<b style="font-weight: normal;"><span style="font-family: "verdana" , sans-serif;"><br /></span></b>
<br />
<div dir="ltr" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;">
<span style="background-color: transparent; color: black; font-size: 11pt; font-style: normal; font-weight: 400; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;"><span style="font-family: "verdana" , sans-serif;">If you are going to be in charge of your own security, then you can use an ethereum wallet to store your coins. Use Google to find the ethereum wallet and be vigilant of scammers.
Be mindful, cryptocurrencies are generally immutable meaning "once it's gone, it's gone!" If you are prone to "getting hacked" or are afraid of getting hacked, keep your coins on a service you trust. Be warned, many services have gone belly up in the past although the ecosystem overall is maturing. </span></span></div>
<h2 dir="ltr" style="line-height: 1.38; margin-bottom: 6pt; margin-top: 18pt;">
<span style="background-color: transparent; color: black; font-size: 16pt; font-style: normal; font-weight: 400; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;"><span style="font-family: "verdana" , sans-serif;">How much should I spend?</span></span></h2>
<div dir="ltr" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;">
<span style="background-color: transparent; color: black; font-size: 11pt; font-style: normal; font-weight: 400; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;"><span style="font-family: "verdana" , sans-serif;">Do not spend more than you're willing to lose completely. Cryptocurrencies are still young and not all the bugs in the ecosystem are worked out yet. The unexpected will happen, and that could mean the complete devastation of particular cryptocurrencies. </span></span><br />
<span style="background-color: transparent; color: black; font-size: 11pt; font-style: normal; font-weight: 400; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;"><span style="font-family: "verdana" , sans-serif;"><br /></span></span>
<span style="background-color: transparent; color: black; font-size: 11pt; font-style: normal; font-weight: 400; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;"><span style="font-family: "verdana" , sans-serif;">That being said, the high prices are an indication of market confidence, mine included. </span></span></div>
<b style="font-weight: normal;"><span style="font-family: "verdana" , sans-serif;"><br /></span></b>
<br />
<div dir="ltr" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;">
<span style="background-color: transparent; vertical-align: baseline;"><span style="font-family: "verdana" , sans-serif;"><span style="font-size: 11pt; white-space: pre-wrap;">If you are buying more than minimal amounts, I would use <a href="http://www.investopedia.com/terms/d/dollarcostaveraging.asp">dollar cost averaging</a> over a long period of time. You can use Coinbase to set up "recurring transactions", which will withdraw from your bank account monthly or weekly. For example, you could spend $20 a month on a recurring transaction to buy cryptocurrency. </span></span></span><br />
<span style="background-color: transparent; vertical-align: baseline;"><span style="font-family: "verdana" , sans-serif;"><span style="font-size: 11pt; white-space: pre-wrap;"><br /></span></span></span>
<span style="background-color: transparent; vertical-align: baseline;"><span style="font-family: "verdana" , sans-serif;"><span style="font-size: 11pt; white-space: pre-wrap;">There are dramatic ups and downs, but those who have played the long game have all done very well. </span></span></span><span style="font-family: "verdana" , sans-serif; font-size: 11pt; white-space: pre-wrap;">I've personally bought no more than I can afford to loose. </span><br />
<span style="font-family: "verdana" , sans-serif; font-size: 11pt; white-space: pre-wrap;"><br /></span></div>
<div dir="ltr" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;">
<span style="background-color: transparent; vertical-align: baseline;"><span style="font-family: "verdana" , sans-serif;"><span style="font-size: 11pt; white-space: pre-wrap;">I own cryptocurrencies because I </span><span style="font-size: 14.6667px; white-space: pre-wrap;">believe</span><span style="font-size: 11pt; white-space: pre-wrap;"> in cryptocurrencies. I have philosophical, moral, and political reasons for my holdings, you may not. Don't be greedy. </span></span></span></div>
<h2 dir="ltr" style="line-height: 1.38; margin-bottom: 6pt; margin-top: 18pt;">
<span style="background-color: transparent; color: black; font-size: 16pt; font-style: normal; font-weight: 400; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;"><span style="font-family: "verdana" , sans-serif;">What cryptocurrencies should I buy?</span></span></h2>
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<span style="font-family: "verdana" , sans-serif;"><span style="background-color: transparent; color: black; font-size: 11pt; font-style: normal; font-weight: 400; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;">In my humble opinion, </span><span style="background-color: transparent; color: black; font-size: 11pt; font-style: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;"><b>ethereum</b></span><span style="background-color: transparent; color: black; font-size: 11pt; font-style: normal; font-weight: 400; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;">. I sincerely believe ethereum is the future. All my other holdings are purely speculative. Ethereum is the only coin with serious fundamentals for the future. Ethereum is easy to use, nearly universally known, possesses </span></span><span style="font-family: "verdana" , sans-serif; font-size: 14.6667px; white-space: pre-wrap;">superior </span><span style="font-family: "verdana" , sans-serif;"><span style="font-size: 11pt; white-space: pre-wrap;">technicals, it's faster, it's cheaper, and ethereum is building a more open ecosystem than bitcoin. I think just as a currency with no other use, ethereum is far more promising than bitcoin. Bitcoin also has a lot of infighting and huge technical issues with no solid solution in sight. Ethereum's singular vision is more true to bitcoin's original mission than the groups currently </span><span style="font-size: 14.6667px; white-space: pre-wrap;">controlling</span><span style="font-size: 11pt; white-space: pre-wrap;"> bitcoin </span><span style="font-size: 14.6667px; white-space: pre-wrap;">development</span><span style="font-size: 11pt; white-space: pre-wrap;">. </span></span></div>
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<span style="background-color: transparent; vertical-align: baseline;"><span style="font-family: "verdana" , sans-serif;"><span style="font-size: 11pt; white-space: pre-wrap;">I think there's a coming sunset on bitcoin dominance. Even this year bitcoin has lost significant market share to competitors like ethereum. I plan on writing more about bitcoin's flaws in future blog post. Regardless of my personal feelings, bitcoin is still the most trusted, oldest, and universal. There are mounting technical problems that bitcoin isn't handling well while needlessly polluting our environment through <a href="https://en.wikipedia.org/wiki/Bitcoin_network#Mining">proof of work</a>. Ethereum has been faster to adapt, grow, and address issues head on. Ethereum's vision is much clearer and applied than bitcoin's acolytes who are ever the </span><span style="font-size: 14.6667px; white-space: pre-wrap;">philosophical armchair saints</span><span style="font-size: 11pt; white-space: pre-wrap;">. </span></span></span></div>
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<span style="font-size: 11pt; white-space: pre-wrap;"><span style="font-family: "verdana" , sans-serif;">I think litecoin is overpriced and maintains minimal utility. I also recommend against participating in ripple as it is not a cryptocurrency.<a href="https://en.wikipedia.org/wiki/Ripple_(payment_protocol)#Distribution"> I perceive it's marketing in the space as mostly fraudulent since it was designed to be centrally controlled.</a> I can offer my thoughts on other projects, but my opinions are only just opinions. </span></span></div>
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<span style="font-family: "verdana" , sans-serif;"><span style="background-color: transparent; color: black; font-size: 11pt; font-style: normal; font-weight: 400; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;">Research, read, and learn on your own. </span><span style="font-size: 14.6667px; white-space: pre-wrap;">Every 6 months or so I would reevaluate your holdings and make adjustments as you personally feel comfortable. </span></span></div>
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Zamicolhttp://www.blogger.com/profile/15007651142616692000noreply@blogger.com101tag:blogger.com,1999:blog-8479679645466687428.post-12044776877231342782017-08-19T16:44:00.000-07:002018-03-20T17:43:00.938-07:00Nine points for defining stateful systems. <span style="font-family: "verdana" , sans-serif;">I also talk about state in context of HTTP in another blog post. <a href="http://blog.zamicol.com/2017/05/is-http2-stateful-protocol-application.html" style="font-weight: normal;">Here's my blog post about that too</a><span style="font-size: small; font-weight: normal;">. </span></span><br />
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<span style="font-family: "verdana" , sans-serif;"><img alt="Reminder by liftarn" height="320" src="https://openclipart.org/image/2400px/svg_to_png/181756/remainder.png" width="257" /></span></h3>
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<span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif; font-size: small; font-weight: normal;"><span style="font-family: "verdana" , sans-serif;">What exactly is state? </span><a href="https://en.wikipedia.org/wiki/State_(computer_science)">Wikipedia</a><span style="font-family: "verdana" , sans-serif;"> says: </span></span><br />
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<span style="font-family: "verdana" , sans-serif;">A program is described as stateful if it is designed to remember preceding events or user interactions; the remembered information is called the state of the system. </span></blockquote>
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<span style="font-family: "verdana" , sans-serif;">[...] </span></blockquote>
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<span style="font-family: "verdana" , sans-serif;">[I]nformation about previous data characters or packets received is stored in variables and used to affect the processing of the current character or packet. This is called a "stateful protocol" and the data carried over from the previous processing cycle is called the "state". In others, the program has no information about the previous data stream and starts "fresh" with each data input; this is called a "stateless protocol".</span></blockquote>
<span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif; font-weight: normal;">In casual conversation with programmer friends, there always seems to be confusion surrounding stateful protocols and applications. Programmers learn early about state while reading programming books, but we sometimes fail to see how it applies to the real world. So here are 9 points to help in defining stateful systems.</span></span></span><br />
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<span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><b>1. A stateless application can be written on top of a stateful protocol. </b></span>A particular stateless application might be able to ignore stateful components provided by a stateful protocol, but this may not be possible if a protocol requires specific stateful mechanisms.</span></span><br />
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<span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;">For example, there are many old school games hosted on websites with no game saves. These applications are stateless and every time the URL is reloaded, the player starts over in the game. No state is remembered even though the website might use http cookies for analytics or advertising. The game simply ignores stateful information provided by the browser over http. </span></span></span><br />
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<span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><b>2. Inversely, a stateful application can be written on top of a stateless protocol.</b> </span> In this case stateful applications must supplement the </span></span><span style="font-family: "verdana" , sans-serif;">utilized stateless protocol with </span><span style="font-family: "verdana" , sans-serif;">a stateful mechanism. It shouldn't be difficult to create stateful applications on top of even primitive protocols. </span></span><br />
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<span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;">Additionally, sometimes a stateful application can ignore protocol stateful mechanisms and use its own. This happens in the real world frequently with legacy applications when security or performance needs do not fit legacy protocol offerings. Seasoned engineers are sure to have seen many hacks and protocol abuses designed to get applications to work as needed. </span></span></span><br />
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<span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><a href="https://ponyfoo.com/articles/json-web-tokens-vs-session-cookies">JOSE's JWT for cookies</a> is a great example of using public private key encryption as stateful mechanism. Just because a server doesn't store a particular piece of information doesn't mean it can't maintain state! JWT's allow servers to "remember" information by being "reminded" by the client, as long as the server remembers its own public keys which are then used to verify signed messages. This looks different from traditional stateful cookies, but no where in JOSE cookie usage is there a hint of statelessness. </span></span></span></span><br />
<span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><br /></span>
<span style="font-family: "verdana" , sans-serif;"><b>3. A stateless protocol is still stateless even while delegating state to other protocols. </b> This is the philosophical approach of HTTP/1 which originally delegated state to external mechanism and thereby maintained stateless purity. But don't be confused! HTTP still used stateful software stacks, such as stateful protocols like TCP or stateful components such as cookies. HTTP's explicit deferment of state to the outside is what allowed early HTTP versions to maintain its claim of statelessness. </span></span><br />
<span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><br /></span>
<span style="font-family: "verdana" , sans-serif;"><b>4. An agnostic or optionally stateful approach is best defined by majority usage.</b> It's mostly meaningless to talk about state if it's entirely up to individual applications.<b> </b>But this rarely matches reality. Most protocols are used by diverse applications consistently statefully or statelessly. When it comes to state, why split hairs when majority usage is usually overwhelmingly biased? Instead, shouldn't we refer to the overwhelming majority? </span></span><br />
<span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><b><br /></b></span></span><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;">Programmers sometimes love being pedantic and pointing at edge cases, but most protocols are only used in very specific ways. Applications using a particular stack of protocols will utilize these protocols statefully or statelessly consistently. </span></span></span><br />
<span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><br /></span></span>
<span style="font-family: "verdana" , sans-serif;">For example, almost all web applications use cookies, meaning </span><span style="font-family: "verdana" , sans-serif;">the vast majority of web applications are</span><span style="font-family: "verdana" , sans-serif;"> stateful. There are no web applications I use on a daily basis that are not stateful. To say, "web applications are stateless" is absurd. </span></span><br />
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<span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;">HTTP is almost always used statefully via extension of cookies. If one is to talk broadly of HTTP being stateless, why? Why refer to statelessness while modern real world use cases are majoritively the opposite. </span></span><span style="font-family: "verdana" , sans-serif;">It's mostly useless to talk of HTTP being stateless other than to make the distinction between core features and the dependence of those features on stateful mechanism. </span></span><br />
<span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><br /></span></span>
<span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;">Moreover, cookies are a long established in the HTTP specification as cookies </span></span><span style="font-family: "verdana" , sans-serif;">extended the original standard. Early HTTP revisions, which are now ancient in protocol terms, cited cookies as the stateful mechanism, acknowledging cookies as a part of the HTTP standard. Is it really fair to say HTTP/1.* was entirely stateless when state was added in this era? I would argue the introduction of cookie killed "stateless http". HTTP has been stateful since the introduction of cookies into the HTTP standard, and the march of adding stateful components didn't stop with cookies.</span></span><br />
<span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><br />I have yet to work on a restful API's or other backend uses of HTTP where rate limiting, authentication, or other mechanisms requiring state isn't considered. </span></span><br />
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<span style="font-family: "verdana" , sans-serif;"><b>5. A protocol requiring state is stateful. </b><span style="font-family: "verdana" , sans-serif;">This should be obvious, but this seems to be an issue from time to time. </span></span><br />
<span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><br /></span>
<span style="font-family: "verdana" , sans-serif;">If any "</span><i>itsy bitsy teeny weeny"</i><span style="font-family: "verdana" , sans-serif;"> necessary part of a protocol is stateful then I consider the whole protocol is stateful. It's black and white, no</span><span style="font-family: "verdana" , sans-serif;"> </span><i>50 shades of Grey</i><span style="font-family: "verdana" , sans-serif;">, and no ifs, ands, or buts. </span></span><br />
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<span style="font-family: "verdana" , sans-serif;"><b>6. An opinionated protocol or application that favors state is almost certainly stateful. </b>This is an edge case, but I mention it to demonstrate the dominance of stateful protocols and applications. </span></span><br />
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<span style="font-family: "verdana" , sans-serif;">Protocols that are opinionatedly stateful, although perhaps optional, are best described as stateful. </span></span><span style="font-family: "verdana" , sans-serif;">A protocol designed to be used efficiently with state is stateful. </span><span style="font-family: "verdana" , sans-serif;">The conservative stance must agree with the protocol's guidance. </span></span><br />
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<span style="font-family: "verdana" , sans-serif;"><b>7. Stateful components pollute their supersets. </b>Statefulness works itself up from the smallest components</span></span><span style="font-family: "verdana" , sans-serif;"> to the largest.</span></span><br />
<span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><br /></span>
<span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;">I could diagram a system like this:</span></span></span><br />
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<span style="font-family: "verdana" , sans-serif;">protocols </span><span style="background-color: white; color: #545454; font-size: x-small;">⇒ </span><span style="font-family: "verdana" , sans-serif;">applications </span><span style="background-color: white; color: #545454; font-size: x-small;">⇒ </span><span style="font-family: "verdana" , sans-serif;">application stacks </span><span style="background-color: white; color: #545454; font-size: x-small;">⇒ </span><span style="background-color: white;"><span style="font-family: "verdana" , sans-serif;">ecosystems</span></span></span><br />
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<span style="font-family: "verdana" , sans-serif;">Stateful components confer their statefulness to larger supersets. </span><span style="background-color: white;">At any point in my chain, if there is a stateful component, all larger superset will be stateful. </span><span style="font-family: "verdana" , sans-serif;">The same is not true for stateless components as </span><span style="font-family: "verdana" , sans-serif;">stateless components do not confer statelessness to stateful system</span><span style="font-family: "verdana" , sans-serif;">. Once a system requires state in any component at any level, the system as a whole is stateful. </span></span><br />
<span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><br /></span>
<span style="font-family: "verdana" , sans-serif;">Yes, an individual application in an application stack might be stateless, but if you mentioning this to a programmer friend in your team, it is almost certainly to highlight it's dependence on other stateful components. My JSON http api server might be stateless, but without a stateful database it's useless. </span></span><br />
<span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><br />Compare this to a biological cell. Biological systems larger than any individual living component can be said to be "alive". The point of distinction is at the level of the cell, where "living" is no longer an appropriate classification. Sure, there is pedantic grey space among biologist, but the conservative stance is the cell is this fundamental unit for large living biological systems. Organs are alive because cells are alive. Organism are alive because organs are living. Colonies are alive because individuals are alive. When I eat sugar, sugar does not confer it's non-living state to my living body. That would be silly, but so too is expecting statelessness to confer statelessness to larger stateful systems. </span></span><br />
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<b>8. Complexity and security begets state. </b>Concerning c</span><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;">omplexity versus state, g</span>ains in protocol performance are almost achieved by defining more complexity. It's difficult to make stateless protocol stacks performant. </span><span style="font-family: "verdana" , sans-serif;">Security too requires state. </span></span><br />
<span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><br /></span>
<span style="font-family: "verdana" , sans-serif;">A protocol requiring state is the the norm for any sufficiently complex system. There are many capabilities only possible with state. State is an early stepping stone to larger and more complex systems. Only simple systems can squeak by and remain stateless. </span></span><br />
<span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><br /></span>
<span style="font-family: "verdana" , sans-serif;">Your best performance and security benefits will almost inevitably require state. As a protocol stack or application stack becomes more complex and performant,<b> </b>state is certainly guaranteed to emerge. </span></span><br />
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEj0yzbIBzEeFiWEHFaFbpUM8aImtO7V3-nFHgPVqQozIp3Sja9tEQl1fqTcdrYm0B5D4uz6pyTkUv2s58nkFYOgVJ8A4LYc1CXlHrDvSQ9tDG1iHiP8Pd-M7L5SmxpW4ZCdaGId_dlfdjuo/s1600/bar.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><span style="font-family: "verdana" , sans-serif;"><img border="0" data-original-height="287" data-original-width="243" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEj0yzbIBzEeFiWEHFaFbpUM8aImtO7V3-nFHgPVqQozIp3Sja9tEQl1fqTcdrYm0B5D4uz6pyTkUv2s58nkFYOgVJ8A4LYc1CXlHrDvSQ9tDG1iHiP8Pd-M7L5SmxpW4ZCdaGId_dlfdjuo/s1600/bar.png" /></span></a></div>
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<span style="font-family: "verdana" , sans-serif;">Which brings as to the final conclusion:</span></span><br />
<span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><br /></span>
<span style="font-family: "verdana" , sans-serif;"><b>9. Statefulness is the norm for mature systems. Almost all everyday applications are stateful. Statelessness is uncommon and the exception, usually reserved for immature systems or individual subcomponents. </b></span></span><br />
<span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><br /></span>
<span style="font-family: "verdana" , sans-serif;">The world is full of stateful applications. Almost everything is stateful!</span></span><br />
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<span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;">Statelessness was more important when computer resources were limited. In modern systems where resources are plentiful, the distinction is much less useful. </span></span></span><br />
<span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><br /></span><span style="font-family: "verdana" , sans-serif;">Defining a stateful system is simple. Is any part of the system stateful? If the answer is yes, then it is stateful. It's that simple. </span></span><br />
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Fore more real world examples <span id="goog_964416013"></span><a href="http://blog.zamicol.com/2017/08/is-your-application-stateful-or.html">s</a><a href="http://blog.zamicol.com/2017/05/is-http2-stateful-protocol-application.html">ee my post on HTTP/2 and state<span id="goog_964416014"></span>.</a></span></span>Zamicolhttp://www.blogger.com/profile/15007651142616692000noreply@blogger.com2tag:blogger.com,1999:blog-8479679645466687428.post-77567804102686808782017-06-02T16:35:00.004-07:002017-06-02T19:07:20.929-07:00Back from the Dead: After 2+ Years, Suave Men Professional Styling Paste is in Stock on Amazon!<div class="separator" style="clear: both; text-align: center;">
<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjEPmnX7iuwlYLxZ-hJFAD1OQqku23PS-P-BpZvDhkNEZx4JYjtGRpBcIzZDZYsbRF2bEhyphenhyphenLQqlTNaJbVahe3jFhTEQGNO_TifDCQ35gwbLEb30Q1wukIgyscDmCsP0hlgjhogfeGAB2xAx/s1600/IMG_20170602_170157.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><span style="color: black;"><img border="0" data-original-height="1600" data-original-width="1200" height="320" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjEPmnX7iuwlYLxZ-hJFAD1OQqku23PS-P-BpZvDhkNEZx4JYjtGRpBcIzZDZYsbRF2bEhyphenhyphenLQqlTNaJbVahe3jFhTEQGNO_TifDCQ35gwbLEb30Q1wukIgyscDmCsP0hlgjhogfeGAB2xAx/s320/IMG_20170602_170157.jpg" width="240" /></span></a></div>
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<span style="font-family: "verdana" , sans-serif;">It's back! After being discontinued in 2015, the superb Suave Men Professional Styling Paste is back in stock!</span><br />
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<span style="font-family: "verdana" , sans-serif;">Rumors were Unilever killed the popular Suave's styling paste as its success began eating profits of higher priced Unilever products. Unilever began selling an expensive and slightly tweaked Dove clone after axing the Suave version, but the new Dove version didn't prove nearly as popular. </span><br />
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<span style="font-family: "verdana" , sans-serif;">Early reviews of the Dove "<span style="background-color: white;">Sculpting Paste" </span>clone were mediocre as the Dove version included additional perfumes, a more glossy look, and a weaker hold. Amazon reviewers made it clear that customers would be better off with American Crew than the new, sub-par Dove product. </span><br />
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<span style="font-family: "verdana" , sans-serif;"><b>Question</b>: How does this compare to Suave's (discontinued) styling paste? I see some notes in the reviews regarding some variation in the ingredients.</span><span style="font-family: "verdana" , sans-serif;"><br /></span><span style="font-family: "verdana" , sans-serif;"><b>Answer</b>: It has a stronger perfume smell and the hold seems weaker. I will be trying the<a href="https://www.amazon.com/American-Crew-Defining-Paste-Ounce/dp/B002CMVU7Q/ref=as_li_ss_tl?s=beauty&ie=UTF8&qid=1496443618&sr=1-1&keywords=American+crew+paste&linkCode=ll1&tag=zamicol-20&linkId=c5783887df0f4979f74620ecd5216cf6"> American Crew pastes</a> at this price. </span></blockquote>
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<span style="font-family: "verdana" , sans-serif;">Another <span style="background-color: transparent;">Dove clone </span>reviewer states: </span></div>
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<span style="font-family: "verdana" , sans-serif;">This is a good product. It was simply rebranded from a Suave product that was cheaper in price though. Depending on where you look be sure to compare the price PER OUNCE to higher end brands like American Crew. Honestly American Crew can cost about the same, a little more, or a little less depending on what store or website you look. Keeping in mind there is only 1.5 ounces in this Dove product so make sure to compare the per ounce cost and not container cost. The fact a Dove product (formerly Suave) is at the same general price point of American Crew is pretty crazy to me. I swear I remember buying this product when it was Suave for under 4 bucks at Walmart. Really disappointed in the price hike and now I believe this to be overpriced.</span></blockquote>
<span style="font-family: "verdana" , sans-serif;">Early reviews of the newly resurrected Suave are positive:</span><br />
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<span style="font-family: "verdana" , sans-serif;">It's back! I used this all through high school and then Suave came up with a new pomade that I hated. All i can say...it's back and this is gonna be the only one I use!</span></blockquote>
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<span style="font-family: "verdana" , sans-serif;">Personally, I bought a three year supply of Suave when it was discontinued and I'm excited to see that I won't have to switch to American Crew! </span><br />
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<span style="font-family: "verdana" , sans-serif;">You can see these <a href="https://www.amazon.com/s/ref=as_li_ss_tl?url=search-alias=aps&field-keywords=styling+paste&linkCode=ll2&tag=zamicol-20&linkId=3603e50c56663402cbf70c6f9afb77ca">three products (Dove, American Crew, and Suave) and the reviews included here by searching Amazon for "styling paste".</a></span><br />
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<span style="font-family: "verdana" , sans-serif;">Happy hairdo-ing! </span><br />
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiGTS3f5qRlrd29FbNQv_RWrT6SkTLfn-3vFYen6Emi_-qiv-RHgomcWDcmtlsYQdqq1W1ZCc31BYfoCjh8rC5tGa9dnPUaBZsx9g-wusDlbryWhOuLAMj0sj2BeSC3Z91UcY6MQsv1Xvz3/s1600/IMG_20170602_172938.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="1200" data-original-width="1600" height="240" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiGTS3f5qRlrd29FbNQv_RWrT6SkTLfn-3vFYen6Emi_-qiv-RHgomcWDcmtlsYQdqq1W1ZCc31BYfoCjh8rC5tGa9dnPUaBZsx9g-wusDlbryWhOuLAMj0sj2BeSC3Z91UcY6MQsv1Xvz3/s320/IMG_20170602_172938.jpg" width="320" /></a></div>
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Zamicolhttp://www.blogger.com/profile/15007651142616692000noreply@blogger.com0tag:blogger.com,1999:blog-8479679645466687428.post-7717612358995394432017-05-06T15:03:00.004-07:002018-03-20T17:59:35.772-07:00Is HTTP/2 a Stateful Protocol? <div dir="ltr" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt; text-align: center;">
<span style="background-color: transparent; color: black; font-family: "verdana" , sans-serif; font-size: 11pt; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;"><img height="355" src="https://lh4.googleusercontent.com/SZVF3-PeuBzkIfpPBt6vBaRtVSYGH7q4DzgKpubGKbN6KhEqCgRiQn4p3DQH-hgM_kJTVX246MqVqGl_BMHXjSyogEWcH6h3xkeEA8yH4sshrj9wYjnlD7M7nEWhV47CUJQtdYoQ" style="-webkit-transform: rotate(0.00rad); border: none; transform: rotate(0.00rad);" width="427" /></span></div>
<h3 dir="ltr" style="line-height: 1.38; margin-bottom: 4pt; margin-top: 14pt;">
<span style="background-color: transparent; color: black; font-family: "verdana" , sans-serif; font-size: 14pt; font-style: normal; font-variant: normal; font-weight: 700; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;">TL;DR: </span></h3>
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<li dir="ltr" style="background-color: transparent; color: black; font-style: normal; font-variant: normal; font-weight: 400; list-style-type: disc; text-decoration: none; vertical-align: baseline;"><div dir="ltr" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;">
<span style="font-family: "verdana" , sans-serif;"><span style="background-color: transparent; color: black; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;">HTTP/2 </span><span style="background-color: transparent; color: black; font-style: normal; font-variant: normal; font-weight: 700; text-decoration: underline; vertical-align: baseline; white-space: pre-wrap;">is</span><span style="background-color: transparent; color: black; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;"> a stateful protocol.</span></span></div>
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<li dir="ltr" style="background-color: transparent; color: black; font-style: normal; font-variant: normal; font-weight: 400; list-style-type: disc; text-decoration: none; vertical-align: baseline;"><div dir="ltr" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;">
<span style="font-family: "verdana" , sans-serif;"><span style="background-color: transparent; color: black; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;">HTTP/1 </span><span style="background-color: transparent; color: black; font-style: normal; font-variant: normal; font-weight: 700; text-decoration: underline; vertical-align: baseline; white-space: pre-wrap;">was not</span><span style="background-color: transparent; color: black; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;"> originally a stateful protocol. </span></span></div>
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<li dir="ltr" style="background-color: transparent; color: black; font-style: normal; font-variant: normal; font-weight: 400; list-style-type: disc; text-decoration: none; vertical-align: baseline;"><div dir="ltr" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;">
<span style="background-color: transparent; color: black; font-family: "verdana" , sans-serif; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;">Your existing HTTP/1 application is probably stateful anyway.</span></div>
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<h3 dir="ltr" style="line-height: 1.38; margin-bottom: 4pt; margin-top: 14pt;">
<span style="font-family: "verdana" , sans-serif; font-size: small;"><span style="background-color: transparent; color: black; font-style: normal; font-variant: normal; font-weight: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;">What is a stateful protocol or application? </span><a href="http://blog.zamicol.com/2017/08/is-your-application-stateful-or.html" style="white-space: pre-wrap;">Go see my other post on state and then come back here.</a></span></h3>
<h4 style="line-height: 1.38; margin-bottom: 4pt; margin-top: 18pt;">
<span style="background-color: transparent; color: black; font-family: "verdana" , sans-serif; font-size: 18pt; font-style: normal; font-variant: normal; font-weight: 700; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;">HTTP/1's Stateless History</span></h4>
<div dir="ltr" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;">
<span style="font-family: "verdana" , sans-serif;"><span style="background-color: transparent; color: black; font-style: normal; font-variant: normal; font-weight: 700; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;">HTTP/1 was opinionatedly designed to be stateless</span><span style="background-color: transparent; color: black; font-style: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;"> long before the Internet was in common use. </span><span style="background-color: transparent; color: black; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;">Work on HTTP was started in 1989 with its first documented version published in </span><span style="white-space: pre-wrap;">1991, </span><span style="color: black; vertical-align: baseline; white-space: pre-wrap;">years before the Internet was in the average American home</span><span style="white-space: pre-wrap;">. The stateless hopes of HTTP/1 were for simplicity. State introduced complexity that could complicate quick adoption. In the uncharted waters of the Internet birthing the World Wide Web, it was decided that until clear use cases were known defining stateful mechanisms was excessive. </span></span></div>
<span style="font-family: "verdana" , sans-serif;"><b style="font-weight: normal;"><br /></b>
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<div dir="ltr" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;">
<span style="background-color: transparent; color: black; font-family: "verdana" , sans-serif; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;">By 1995 the Internet was booming but before cookies existed websites had a huge issue, how to keep track of customers with a stateless HTTP? Since HTTP was stateless, there wasn't a way for customers to "log in" other than each website creating their own session management mechanism on top of HTTP. </span></div>
<span style="font-family: "verdana" , sans-serif;"><b style="font-weight: normal;"><br /></b>
</span><br />
<div dir="ltr" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;">
<span style="background-color: transparent; color: black; font-family: "verdana" , sans-serif; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;">For example, a site could include a unique secret string in all the self referencing links for site. This secret string would be used to track a particular user and ensure that only someone with this secret string could access user account information. Such an implementation would also need all self referencing web page links for logged in users to reinclude the secret string on every site link in a page. If a single link didn't include this information a user would be logged out and would need to log in again. This would require developers to design their applications accounting for stateful links in the entire application, and this user information would pollute every link on every page. What a management nightmare!
There were also usability issues with such an approach. A browser's URL bar would expose this secret user string to the end user, something the user shouldn't care about. What if a customer shared this secret user string URL? It could leak sensitive account information and was an obvious usability and security issue.
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<div dir="ltr" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;">
<span style="background-color: transparent; color: black; font-family: "verdana" , sans-serif; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;">What if a site wanted to automatically log users in? Homepages like ebay.com had no ability to know who the user was. The only possibility was to once again manually log in. Yuck! </span></div>
<span style="font-family: "verdana" , sans-serif;"><br /></span>
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<div dir="ltr" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;">
<span style="background-color: transparent; color: black; font-family: "verdana" , sans-serif; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;">In short, session management in HTTP was a pain. It was obvious that HTTP needed state management independent of this back and forth with stateful URL's. </span></div>
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<span style="font-family: "verdana" , sans-serif; font-size: large;">1994: Introducing State via Cookies</span></h4>
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<span style="font-family: "verdana" , sans-serif;"><span style="color: black; font-weight: 400; vertical-align: baseline; white-space: pre-wrap;">The stateless HTTP 1 issue was resolved with the introduction of cookies during the Netscape glory days in 1994. The cookies RFC is titled, "</span><a href="https://tools.ietf.org/html/rfc6265" style="text-decoration-line: none;"><span style="color: #1155cc; vertical-align: baseline; white-space: pre-wrap;">HTTP State Management Mechanism</span></a><span style="color: black; vertical-align: baseline; white-space: pre-wrap;">" </span><span style="color: black; font-weight: 400; vertical-align: baseline; white-space: pre-wrap;">and quickly cookies became the primary HTTP session mechanism. Cookies made user accounts easy to create and manage all around the web. When cookies first gain public awareness in 1996 the media had a frenzy with the privacy implications, but cookies stuck and we use them heavily today. </span></span></h4>
<div dir="ltr" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;">
<span style="background-color: transparent; color: black; font-family: "verdana" , sans-serif; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;">For a modern example of cookies, look no further than Facebook. You cannot log into a Facebook account with cookies disabled (go ahead, try!). A quick test shows a new login to Facebook uses 23 cookies! </span></div>
<span style="font-family: "verdana" , sans-serif;"><b style="font-weight: normal;"><br /></b>
</span><br />
<div dir="ltr" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;">
<span style="background-color: transparent; color: black; font-family: "verdana" , sans-serif; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;">You've heard it said, "HTTP is stateless", and that once was 100% true as the original protocol itself was specifically designed to be stateless, but in everyday modern practice we use HTTP 1 statefully via HTTP cookies, an accepted extension to the original protocol mentioned in later revisions. </span></div>
<span style="font-family: "verdana" , sans-serif;"><b style="font-weight: normal;"><br /></b>
</span><br />
<div dir="ltr" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;">
<span style="background-color: transparent; color: black; font-family: "verdana" , sans-serif; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;">This is all before we even talk about HTTPS, which uses TLS to add state (and security) to HTTP. </span></div>
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<div dir="ltr" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;">
<span style="font-family: "verdana" , sans-serif;"><span style="background-color: transparent; color: black; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;">Said again, even though HTTP/1 was stateless in </span><span style="background-color: transparent; color: black; font-style: normal; font-variant: normal; font-weight: 700; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;">everyday</span><span style="background-color: transparent; color: black; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;"> </span><span style="background-color: transparent; color: black; font-style: normal; font-variant: normal; font-weight: 700; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;">practice we use HTTP statefully. You can consider HTTP no longer stateless with the long past addition of new stateful components. </span></span></div>
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<span style="font-family: "verdana" , sans-serif; font-size: 18pt; font-weight: 700; white-space: pre-wrap;">On to HTTP/2</span></h4>
<div dir="ltr" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;">
<span style="font-family: "verdana" , sans-serif;"><span style="background-color: transparent; color: black; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;">There's more problems than just user logins with stateless protocols, </span><span style="background-color: transparent; color: black; font-style: normal; font-variant: normal; font-weight: 700; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;">chiefly performance</span><span style="background-color: transparent; color: black; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;">. Without session, browsers must make many requests to load a modern HTTP page and each request comes with it's own performance overhead. As pages grow more complex, browsers make more HTTP requests and applications begin to feel sluggish due to the performance overhead of a stateless protocol. </span></span></div>
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<div dir="ltr" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;">
<span style="background-color: transparent; color: black; font-family: "verdana" , sans-serif; font-style: normal; font-variant: normal; font-weight: 700; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;">HTTP/2 was specifically designed to address some performance issues with HTTP/1 and it accomplishes a lot of this through state. </span></div>
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<span style="background-color: transparent; color: black; font-family: "verdana" , sans-serif; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;">So what components of HTTP/2 are stateful? For starters:</span></div>
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<span style="font-family: "verdana" , sans-serif;"><a href="https://http2.github.io/http2-spec/#FrameHeader" style="text-decoration: none;"><span style="background-color: transparent; color: #1155cc; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: underline; vertical-align: baseline; white-space: pre-wrap;">Framing layer</span></a><span style="background-color: transparent; color: black; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;"> as "stream identifier" is stateful.</span></span></div>
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<span style="font-family: "verdana" , sans-serif;"><a href="https://http2.github.io/http2-spec/#HeaderBlock" style="text-decoration: none;"><span style="background-color: transparent; color: #1155cc; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: underline; vertical-align: baseline; white-space: pre-wrap;">Header blocks</span></a><span style="background-color: transparent; color: black; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;">, as the spec reads: "Header compression is stateful. One compression context and one decompression context are used for the entire connection".</span></span></div>
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<span style="font-family: "verdana" , sans-serif;"><a href="http://httpwg.org/http-extensions/opsec.html" style="text-decoration: none;"><span style="background-color: transparent; color: #1155cc; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: underline; vertical-align: baseline; white-space: pre-wrap;">Opportunistic encryption</span></a><span style="background-color: transparent; color: black; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;">.</span></span></div>
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<span style="font-family: "verdana" , sans-serif;"><a href="https://tools.ietf.org/html/rfc7540#section-5.1" style="text-decoration: none;"><span style="background-color: transparent; color: #1155cc; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: underline; vertical-align: baseline; white-space: pre-wrap;">Section 5.1 of the HTTP/2 RFC</span></a><span style="background-color: transparent; color: black; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;"> is a great example of stateful mechanisms defined by the HTTP/2 standard. I won't detail it here, but another great starting point is the </span><a href="https://en.wikipedia.org/wiki/SPDY" style="text-decoration: none;"><span style="background-color: transparent; color: #1155cc; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: underline; vertical-align: baseline; white-space: pre-wrap;">SPDY</span></a><span style="background-color: transparent; color: black; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;"> wikipedia page. HTTP/2 is a whole lot more than HTTP/1 and most of the new goodies use state. </span></span></div>
<span style="font-family: "verdana" , sans-serif;"><b style="font-weight: normal;"><br /></b>
</span><br />
<div dir="ltr" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;">
<span style="background-color: transparent; color: black; font-family: "verdana" , sans-serif; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;">Does this mean that you can't use HTTP/2 statelessly? There's no reason why you can't use HTTP/2 statelessly just like HTTP/1. Your application can easily remain stateless even while being built on top of stateful protocols. </span></div>
<span style="font-family: "verdana" , sans-serif;"><b style="font-weight: normal;"><br /></b>
</span><br />
<div dir="ltr" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;">
<span style="font-family: "verdana" , sans-serif;"><span style="background-color: transparent; color: black; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;">The difference of HTTP/2 is that unlike HTTP/1,</span><span style="background-color: transparent; color: black; font-style: normal; font-variant: normal; font-weight: 700; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;"> HTTP/2 defines stateful components in its standard, something HTTP/1.0 intentionally avoided</span><span style="background-color: transparent; color: black; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;">. </span></span><br />
<span style="font-family: "verdana" , sans-serif;"><span style="background-color: transparent; color: black; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;"><br /></span></span>
<span style="font-family: "verdana" , sans-serif;"><span style="background-color: transparent; color: black; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;">HTTP is nearly as old as me, only one year younger, and in that time a lot has changed. Don't be surprised that HTTP/2 introduced state!</span></span></div>
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<h4>
<span style="font-family: "verdana" , sans-serif;"><span style="font-size: large; font-weight: 700; white-space: pre-wrap;">Summary</span></span></h4>
<br />
<div dir="ltr" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;">
<span style="background-color: transparent; color: black; font-family: "verdana" , sans-serif; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;">HTTP/2 is a stateful protocol and that doesn't preclude a particular HTTP/2 application using a subset of HTTP/2 features to maintain statelessness.</span></div>
<span style="font-family: "verdana" , sans-serif;"><b style="font-weight: normal;"><br /></b>
</span><br />
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<span style="background-color: transparent; color: black; font-family: "verdana" , sans-serif; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;">Yes, you can have stateless HTTP/2 applications. </span><br />
<span style="background-color: transparent; color: black; font-family: "verdana" , sans-serif; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;"><br /></span></div>
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<span style="background-color: transparent; color: black; font-family: "verdana" , sans-serif; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;">No, you're HTTP/1.1 application is probably stateful, even though people may say "HTTP is stateless".</span><br />
<span style="background-color: transparent; color: black; font-family: "verdana" , sans-serif; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;"><br /></span></div>
<span style="font-family: "verdana" , sans-serif;"><span style="vertical-align: baseline; white-space: pre-wrap;">Most of all, </span><span style="font-weight: 700; vertical-align: baseline; white-space: pre-wrap;">HTTP/2 is a stateful protocol, no ifs, ands, or buts. </span></span><br />
<span style="font-family: "verdana" , sans-serif;"><span style="font-weight: 700; vertical-align: baseline; white-space: pre-wrap;"><br /></span></span>
<span style="font-family: "verdana" , sans-serif;"><span style="font-weight: 700; vertical-align: baseline; white-space: pre-wrap;">Still confused about stateful systems?</span></span><span style="color: black; font-family: "verdana" , sans-serif; vertical-align: baseline; white-space: pre-wrap;"> </span><a href="http://blog.zamicol.com/2017/08/is-your-application-stateful-or.html" style="font-family: verdana, sans-serif; white-space: pre-wrap;">See my other blog post for nine points in defining stateful systems.</a>Zamicolhttp://www.blogger.com/profile/15007651142616692000noreply@blogger.com0tag:blogger.com,1999:blog-8479679645466687428.post-35362433613244163282017-01-03T23:33:00.003-08:002017-02-28T11:57:57.457-08:00Amazon’s Genius Airborne Fulfillment Centers Mirror the Airline Industry’s Hub-and-Spoke Paradigm<div class="graf graf--p graf-after--h3" id="e8e5" name="e8e5" style="--baseline-multiplier: 0.179; background-color: white; color: rgba(0, 0, 0, 0.8); font-family: medium-content-serif-font, Georgia, Cambria, "Times New Roman", Times, serif; font-size: 21px; letter-spacing: -0.003em; line-height: 1.58; margin-top: 10px;">
Ars Technica thinks Amazon’s purposed blimp warehouses are “<a class="markup--anchor markup--p-anchor" data-href="http://arstechnica.com/information-technology/2016/12/amazons-demented-plans-for-its-warehouse-blimp-with-drone-fleet/" href="http://arstechnica.com/information-technology/2016/12/amazons-demented-plans-for-its-warehouse-blimp-with-drone-fleet/" rel="nofollow" style="-webkit-tap-highlight-color: rgba(0, 0, 0, 0.439216); background-color: transparent; background-image: linear-gradient(rgba(0, 0, 0, 0.6) 50%, rgba(0, 0, 0, 0) 50%); background-position: 0px 1.07em; background-repeat: repeat-x; background-size: 2px 0.1em; text-decoration: none;" target="_blank">demented</a>”, but Amazon’s drone army has big problems. Chiefly, it’s drones can <a class="markup--anchor markup--p-anchor" data-href="http://www.geekwire.com/2015/amazon-releases-updated-delivery-drone-photos-video-showing-new-prototype/" href="http://www.geekwire.com/2015/amazon-releases-updated-delivery-drone-photos-video-showing-new-prototype/" rel="nofollow" style="-webkit-tap-highlight-color: rgba(0, 0, 0, 0.439216); background-color: transparent; background-image: linear-gradient(rgba(0, 0, 0, 0.6) 50%, rgba(0, 0, 0, 0) 50%); background-position: 0px 1.07em; background-repeat: repeat-x; background-size: 2px 0.1em; text-decoration: none;" target="_blank">only fly 15 miles</a> total.</div>
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How can Amazon reach millions living outside the 7 mile warehouse radius without doting the nation with expensive fulfillment centers? Unlike Boeing’s 787 Dreamliner, which is ideal for point-to-point travels, drones are far too limited in range. Even if Amazon dotted the nation with small warehouses to accommodate short last-mile ranges, transportation among hubs remains problematic. Amazon must adopt the Airbus A380 hub-and-spoke model, but what could service main trunk routes? Amazon could copy Fedex’s ground transportation and airline network, but slow ground transportation would quickly end same day delivery ambitions. Amazon must move hubs closer to consumers to accommodate limited drones while maintaining fast transportation among hubs.</div>
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Costs for drones are also problematic. <a class="markup--anchor markup--p-anchor" data-href="https://www.flexport.com/blog/deploying-drones-self-driving-trucks/" href="https://www.flexport.com/blog/deploying-drones-self-driving-trucks/" rel="nofollow" style="-webkit-tap-highlight-color: rgba(0, 0, 0, 0.439216); background-color: transparent; background-image: linear-gradient(rgba(0, 0, 0, 0.6) 50%, rgba(0, 0, 0, 0) 50%); background-position: 0px 1.07em; background-repeat: repeat-x; background-size: 2px 0.1em; text-decoration: none;" target="_blank">Flexport points out</a>:</div>
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Route density makes today’s last-mile delivery networks extremely efficient. FedEx and UPS trucks enjoy a marginal cost for dropping off one more parcel as low as $2.00. Drones launching from faraway warehouses won’t be able to compete with this efficiency any time soon.</blockquote>
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Alternatively, Amazon could release drone swarms in neighborhoods from a self-driving truck, which could be much more efficient than a delivery person going door to door. Using self driving trucks for drone swarm deployment would allow hubs to move closer to a consumer without the need for Amazon to build warehouses every 7 miles.</div>
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Amazon also has other ideas, namely the Airborne Fulfillment Center (AFC): Amazon’s blimp warehouse hubs.</div>
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<figure class="graf graf--figure graf-after--p" id="3661" name="3661" style="background-color: white; box-sizing: border-box; clear: both; color: rgba(0, 0, 0, 0.8); font-family: -apple-system, BlinkMacSystemFont, "Segoe UI", Roboto, Oxygen, Ubuntu, Cantarell, "Open Sans", "Helvetica Neue", sans-serif; font-size: 18px; margin: 43px 0px 0px; outline: 0px; position: relative; user-select: auto; z-index: 100;"><div class="aspectRatioPlaceholder is-locked" style="margin: 0px auto; max-height: 414px; max-width: 700px; position: relative; width: 700px;">
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<span id="docs-internal-guid-c931c55c-864c-53ee-6c2d-44c766d4ecec"><span style="color: black; font-family: Arial; font-size: 16pt; vertical-align: baseline; white-space: pre-wrap;"><img height="368" src="https://lh5.googleusercontent.com/Xhjd9wbK7XnHfwIEzBWjmEXFT-xvx0DlLcJcblYueTkxZ7pbHvRR4JFm8mE--Sy5Gz30bPDdTGfz7tG5NJLIORdFn5ksCDuOWI4aWMhVJRtnmHYBMtdEXiMi35huK_bmgNE_6eFy" style="-webkit-transform: rotate(0.00rad); border: none; transform: rotate(0.00rad);" width="624" /></span></span></div>
<div class="progressiveMedia js-progressiveMedia graf-image is-canvasLoaded is-imageLoaded" data-action-value="1*CgByZnM-knPn32kZEK4o1A.png" data-action="zoom" data-height="478" data-image-id="1*CgByZnM-knPn32kZEK4o1A.png" data-scroll="native" data-width="809" style="background: rgba(0, 0, 0, 0); box-sizing: border-box; cursor: zoom-in; height: 413.7px; left: 0px; margin: auto; max-width: 100%; position: absolute; top: 0px; transition: background 0.2s; width: 700px;">
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<figcaption class="imageCaption" style="--baseline-multiplier: 0.157; color: rgba(0, 0, 0, 0.6); font-family: medium-content-sans-serif-font, "Lucida Grande", "Lucida Sans Unicode", "Lucida Sans", Geneva, Arial, sans-serif; font-feature-settings: 'liga' 1, 'lnum' 1; font-size: 14px; left: 0px; letter-spacing: 0px; line-height: 1.4; margin-top: 10px; outline: 0px; position: relative; text-align: center; top: 0px; width: 700px; z-index: 300;"><a href="https://en.wikipedia.org/wiki/Spoke%E2%80%93hub_distribution_paradigm">H<span style="-webkit-tap-highlight-color: rgba(0, 0, 0, 0.439216); background-image: linear-gradient(rgb(255, 255, 255) 50%, rgba(0, 0, 0, 0.439216) 50%); background-position: 0px 0.98em; background-repeat: repeat-x; background-size: 2px 2px;">ub-and-Spoke</span></a> for Drones</figcaption></figure><br />
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AFC’s masquerade as flying drone airports, major hubs that smaller shuttle blimps stock with goods and drones. Shuttles would travel the main trunk routes between hubs and terrestrial warehouses while drones would fly only the shorter last-mile spoke journeys. After departing a hub and delivering, drones would then return to the smaller shuttles blimps which then restock AFC’s.</div>
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This solves the problem facing limited drone range while allowing hubs to be closer to consumers. The dreamy blimps also continue Amazon’s <a class="markup--anchor markup--p-anchor" data-href="http://www.seattletimes.com/business/boeing-aerospace/amazon-to-lease-20-boeing-767s-for-its-own-air-cargo-network/" href="http://www.seattletimes.com/business/boeing-aerospace/amazon-to-lease-20-boeing-767s-for-its-own-air-cargo-network/" rel="nofollow" style="-webkit-tap-highlight-color: rgba(0, 0, 0, 0.439216); background-color: transparent; background-image: linear-gradient(rgba(0, 0, 0, 0.6) 50%, rgba(0, 0, 0, 0) 50%); background-position: 0px 1.07em; background-repeat: repeat-x; background-size: 2px 0.1em; text-decoration: none;" target="_blank">trend of turning to the skies</a> over terrestrial infrastructure to quicken deliveries.</div>
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Amazon’s hub-and-spoke ambitions aren't radical for delivery service. Fedex has employed the hub-and-spoke model for overnight package delivery since the the mid 1970’s using airplanes.</div>
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Although radical flying warehouse may not be the future, what’s certain is the proposed delivery system proves Amazon’s commitment to it’s drone dreams as a last-mile solution.</div>
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For more, see the <a class="markup--anchor markup--p-anchor" data-href="http://patft1.uspto.gov/netacgi/nph-Parser?Sect1=PTO1&Sect2=HITOFF&d=PALL&p=1&u=%2Fnetahtml%2FPTO%2Fsrchnum.htm&r=1&f=G&l=50&s1=9305280.PN.&OS=PN/9305280&RS=PN/9305280" href="http://patft1.uspto.gov/netacgi/nph-Parser?Sect1=PTO1&Sect2=HITOFF&d=PALL&p=1&u=%2Fnetahtml%2FPTO%2Fsrchnum.htm&r=1&f=G&l=50&s1=9305280.PN.&OS=PN/9305280&RS=PN/9305280" rel="nofollow" style="-webkit-tap-highlight-color: rgba(0, 0, 0, 0.439216); background-color: transparent; background-image: linear-gradient(rgba(0, 0, 0, 0.6) 50%, rgba(0, 0, 0, 0) 50%); background-position: 0px 1.07em; background-repeat: repeat-x; background-size: 2px 0.1em; text-decoration: none;" target="_blank">United States Patent and Trademark Office website</a>.</div>
Zamicolhttp://www.blogger.com/profile/15007651142616692000noreply@blogger.com1tag:blogger.com,1999:blog-8479679645466687428.post-23335208435600947542013-04-12T17:11:00.000-07:002017-01-05T01:43:29.903-08:00Why Litecoin is Set to Skyrocket<b id="internal-source-marker_0.4813556040171534" style="font-weight: normal; line-height: 1.15;"><span style="font-family: "arial"; font-size: 15px; vertical-align: baseline; white-space: pre-wrap;">Have you seen the news? Bitcoin’s price “crashed” this past week, and I couldn’t have asked for a better gift. I have no doubt that the price will continue to be volatile as the market feels out the bottom, but I feel fully confident of its overall long term success. In short, I think there has been no better time to buy bitcoin. But I think in the distraction of all the news this week there is a bigger story about another player that will out perform bitcoin, and that is it’s sister currency litecoin.</span></b><b id="internal-source-marker_0.4813556040171534" style="font-weight: normal;"></b><br />
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<b id="internal-source-marker_0.4813556040171534" style="font-weight: normal;"><span style="font-family: "arial"; font-size: 15px; vertical-align: baseline; white-space: pre-wrap;">Like bitcoin, litecoin also experienced a crash in price, but litecoin’s fundamentals are as strong as ever, its future is bright, and now is the time to take advantage of its low price. Litecoin has grown up in the past few years and now its value is increasingly obvious. I can’t see a way that it’s price will not experience a large increase in the coming months. I am so confident I spent a few bucks buying more. Let me walk through some of my thinking. </span></b></div>
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<span style="font-family: "trebuchet ms"; font-size: 17px; vertical-align: baseline; white-space: pre-wrap;">Litecoin Mining Difficulty</span></b></h3>
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<b id="internal-source-marker_0.4813556040171534" style="font-weight: normal;"><span style="font-family: "arial"; font-size: 15px; vertical-align: baseline; white-space: pre-wrap;">A while back, my ears perked up at the prospects of litecoin because of a new technology is set to give the market a good shaking. </span></b><br />
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<b id="internal-source-marker_0.4813556040171534" style="font-weight: normal;"><span style="font-family: "arial"; font-size: 15px; vertical-align: baseline; white-space: pre-wrap;">As anticipated, the increase of difficulty of Bitcoin is causing traditional miners to look for more profitable outlets for their existing infrastructure. Hundreds of ASIC miners are now active, which has forced up the difficulty dramatically to an all time high of 7,673,000 with the next difficulty estimated to be near 9,000,000. News of the impending deployment of thousands more is forcing miners to rethink their allocation of existing infrastructure. </span></b></div>
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<b id="internal-source-marker_0.4813556040171534" style="font-weight: normal;"><span style="font-family: "arial"; font-size: 15px; vertical-align: baseline; white-space: pre-wrap;">Faced with bitcoin’s increasing mining difficulty, GPU Bitcoin miners have three options:</span></b></div>
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<span style="vertical-align: baseline; white-space: pre-wrap;">Keep mining bitcoin at a potential loss as electricity costs become much greater than the return on mining.</span></div>
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<span style="vertical-align: baseline; white-space: pre-wrap;">Turn off their miners and sell or retire their hardware. </span></div>
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<span style="vertical-align: baseline; white-space: pre-wrap;">Look for more profitable applications for their existing infrastructure, such as litecoin. </span></div>
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<b id="internal-source-marker_0.4813556040171534" style="font-weight: normal;"><span style="font-family: "arial"; font-size: 15px; vertical-align: baseline; white-space: pre-wrap;">This is where the power of litecoin is very apparent. Due to it’s use of the memory intense scrypt algorithm, dedicated litecoin hardware like ASIC miners are not anticipated in the near future, giving GPU miners a window of opportunity for profit. Switching their GPU hardware from bitcoin to litecoin is only a matter of installing a new mining application and can be done with little configuration. The logical choice for most bitcoin miners will be to move their power to the litecoin network. </span></b></div>
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<b id="internal-source-marker_0.4813556040171534" style="font-weight: normal;"><span style="font-family: "arial"; font-size: 15px; vertical-align: baseline; white-space: pre-wrap;">In the short time I have been litecoin mining, I have seen the difficulty rise over 600%, meaning that there is six times more computing power dedicated to litecoin in only the past few months. This indicates that many miners have already made the realization that bitcoin offers them a bleak future and made the switch to litecoin. As these miners transition their hardware, litecoin’s mind share will increase, and it shouldn’t be a quickly passing event. Miners can take confidence in litecoin knowing that their infrastructure will be valuable for the foreseeable future, and this confidence is bound to poor over into the market price of litecoin. </span></b></div>
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<b id="internal-source-marker_0.4813556040171534" style="font-weight: normal;"><span style="font-family: "arial"; font-size: 15px; vertical-align: baseline; white-space: pre-wrap;">As an early bitcoin miner, I remember the supply of ATI 5870’s graphic cards quickly becoming unavailable as individuals bought up supply for use in bitcoin mining. This infrastructure still exists and it will not go to waste. </span></b></div>
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<span style="font-family: "arial"; font-size: 15px; font-weight: bold; vertical-align: baseline; white-space: pre-wrap;">Litecoin: Bitcoin’s Little Brother</span></b></h3>
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<b id="internal-source-marker_0.4813556040171534" style="font-weight: normal;"><span style="font-family: "arial"; font-size: 15px; vertical-align: baseline; white-space: pre-wrap;">One of the things that add the most value to litecoin is the fact that it is so similar to bitcoin. Instead of making a wildly different currency and voyage into the unknown, litecoin has opted to keep with the great design of bitcoin, but just add a few minor adjustments to make it more marketable. For everyone kicking themselves for not embracing bitcoin in its infancy, litecoin offers a chance of redemption. Bitcoin proved that the concept works, and litecoin improves upon it’s basics. </span></b></div>
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<b id="internal-source-marker_0.4813556040171534" style="font-weight: normal;"><span style="font-family: "arial"; font-size: 15px; vertical-align: baseline; white-space: pre-wrap;">Newcomers to litecoin will see its obvious advantages as a cryptocurrency over bitcoin. Litecoin:</span></b></div>
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<span style="vertical-align: baseline; white-space: pre-wrap;">Has 4 times faster block generation.</span></div>
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<span style="vertical-align: baseline; white-space: pre-wrap;">Is younger, with latecomers likely to grab more of the initial wealth than bitcoin. This might lead to a more even distribution of litecoin wealth.</span></div>
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<span style="vertical-align: baseline; white-space: pre-wrap;">Is designed to keep specialist hardware at bay longer and make more use of general computer hardware. Crypto Currencies’ strength lies in it diversity, and litecoin emphasises this. </span></div>
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<span style="font-family: "arial"; font-size: 15px; vertical-align: baseline; white-space: pre-wrap;">These small tweaks allows litecoin to piggyback on the experiences and the knowledge gained by the bitcoin project, while providing enough advancements to differentiate it from its brother. Users can be more confident that litecoin can succeed since bitcoin has already. </span><br />
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<span style="font-family: "trebuchet ms"; font-size: 17px; vertical-align: baseline; white-space: pre-wrap;">Market Cap</span></h3>
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<span style="font-family: "arial"; font-size: 15px; vertical-align: baseline; white-space: pre-wrap;">With 333201 blocks mined, and 50 litecoins per block, there is currently 16,660,050 litecoins in circulation. The current market price of $2 USD gives Litecoin a market cap of over $33 million.</span></div>
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<span style="font-family: "arial"; font-size: 15px; vertical-align: baseline; white-space: pre-wrap;">This may sound like a lot, but consider that after the “crash” of the past couple of days Bitcoin’s market cap is about $1,157 million USD with the current market price of $98 USD. If litecoin had the market cap of bitcoin, each litecoin would be worth over $69. </span></div>
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<span style="font-family: "arial"; font-size: 15px; vertical-align: baseline; white-space: pre-wrap;">Granted, this may not be a fair comparison, since in litecoin’s youth it has not experienced the same proportion of inflation as it’s older brother. While bitcoin is already over its halfway mark to generating its limit of 21 million bitcoins, litecoin is much younger and has not reached the halfway point to its limit of 84 million litcoin. If we factor in that there will be four times as many litecoins as bitcoins, each one of the 84 million litecoins would still be worth over $13 if litecoin had the bitcoin’s market cap. </span></div>
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<span style="font-family: "trebuchet ms"; font-size: 17px; vertical-align: baseline; white-space: pre-wrap;">Mt. Gox and Litecoin</span></h3>
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<span style="font-family: "arial"; font-size: 15px; vertical-align: baseline; white-space: pre-wrap;">What is the biggest reason why Litecoin is set to skyrocket? A member of Mt. Gox, the largest Bitcoin exchange, recently stated that they will begin to support trade of alternative cryptocurrencies like litecoin. </span></div>
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<span style="font-family: "arial"; font-size: 15px; vertical-align: baseline; white-space: pre-wrap;">The increased exposure and and access to funds that Mt. Gox will bring will almost guarantee a price gain for litecoin, but I think there is a more important reason why Mt. Gox’s support will increase litecoin’s price in the long term. </span><span style="font-family: "arial"; font-size: 15px; font-weight: bold; vertical-align: baseline; white-space: pre-wrap;">Mt. Gox’s API’s will make litecoin more accessible than ever. </span></div>
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<span style="font-family: "arial"; font-size: 15px; vertical-align: baseline; white-space: pre-wrap;">I often hear from die hard bitcoinites that litecoins are worthless because “you can’t buy anything with litecoin.” What these fan boys may not realize is that merchants who accept Bitcoin often convert these coins to USD at the time of transaction, ensuring that the merchant will not suffer loss in a volatile bitcoin market. For merchants that already use Mt. Gox’s bitcoin to USD features, adding litecoin support may be as simple as flipping a switch. </span></div>
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<span style="font-family: "arial"; font-size: 15px; vertical-align: baseline; white-space: pre-wrap;">Any new merchant that wants to support bitcoin will put little effort, if not none, to support litecoin as well if it means increased market exposure. </span></div>
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<span style="font-family: "arial"; font-size: 15px; vertical-align: baseline; white-space: pre-wrap;">This goes without saying that Mt. Gox users are bound to buy a few litecoins if only to diversify. </span></div>
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<span style="font-family: "arial"; font-size: 15px; font-weight: bold; vertical-align: baseline; white-space: pre-wrap;">Crypto Money: King of Liquidity</span></h3>
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<b id="internal-source-marker_0.4813556040171534" style="font-weight: normal;"><span style="font-family: "arial"; font-size: 15px; vertical-align: baseline; white-space: pre-wrap;">While trying to buy litecoin, I recently made a startling realization: cryptocurrency, like litcoin, is the most liquid form of money in existence, and is even more liquid than traditional forms of cash. This groundbreaking advancement over the government control finance sector cannot be overstated. </span></b></div>
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<b style="font-weight: normal;"><span style="font-family: "arial"; font-size: 15px; vertical-align: baseline; white-space: pre-wrap;">I first bought some litecoin using bitcoin, which was remarkably easy and fast. But when I tried to buy using USD I had to wait weeks for my funds to be transferred. </span></b></div>
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<span style="font-family: "arial"; font-size: 15px; vertical-align: baseline; white-space: pre-wrap;">While I submit that cash may still be the most liquid form of payment when two parties are in close proximity, this is not the case when two parties are not in the same physical location. If I want to give money to family in another state, they could be waiting days for money to come through the mail or through dinosaur banking institutions. With litecoin, distance is not an issue.</span></div>
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<span style="font-family: "arial"; font-size: 15px; vertical-align: baseline; white-space: pre-wrap;">If I want a good, I have to drive 15 minutes to a store, pick it up, and then wait in line for checkout and payment. Even then, if I use large bills, the cashier is usually require to check the genuineness of the bill and issue me change, all of which takes time. If I use a credit card or cheque, the receiving party may not actually receive their funds for days. Online retailers are faced with the same problem as their funds sit in banking limbo. For some products, like medical marijuana in states like California or Colorado, credit card use is prohibited. This ignores credit card fees, charge backs, and government pressure to suppress funds, like in the case of Wikileaks, or outright freezing of funds. Fees, waiting, and restrictions all make US dollars </span><span style="font-family: "arial"; font-size: 15px; font-weight: bold; vertical-align: baseline; white-space: pre-wrap;">less</span><span style="font-family: "arial"; font-size: 15px; vertical-align: baseline; white-space: pre-wrap;"> liquid. </span></div>
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<span style="font-family: "arial"; font-size: 15px; vertical-align: baseline; white-space: pre-wrap;">Cryptocurrencies resolve all these problems. I can transfer litecoin across the globe in the matter of minutes (or even faster) for fees absurdly low by today’s standards. Unlike the United State’s Federal Reserve, which limits my wire transfers to their business hours (they apparently close at 3 PM in my timezone), litecoin knows no business hours and operated around the clock. </span></div>
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<span style="font-family: "arial"; font-size: 15px; vertical-align: baseline; white-space: pre-wrap;">Litecoin’s values lies in its utility, and the power of its utility is expressed in its liquidity. Liquidity is the defining strength of money causing the case for litecoin to be all the more strong. </span></div>
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<span style="font-family: "arial"; font-size: 15px; font-weight: bold; vertical-align: baseline; white-space: pre-wrap;">Conclusion</span></h3>
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<span style="font-family: "arial"; font-size: 15px; vertical-align: baseline; white-space: pre-wrap;">With all these reason, I am confident that litecoin’s value will continue to be recognized and its price will continue to increase. Cryptocurrency is in its infancy and there are many issues to still overcome, but overall litecoin is solid and I am looking forward to a good year. </span></div>
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<b style="font-weight: normal;">TL;DR</b><br />
<b style="font-weight: normal;">Miner migration to litecoin, litecoin's similarity to proven bitcoin, relatively low market cap, Mt. Gox's API's will soon support litecoin, and litecoin's utility as a very liquid form of money is set to cause litecoin's price to skyrocket. </b>
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</b>Zamicolhttp://www.blogger.com/profile/15007651142616692000noreply@blogger.com7