tag:blogger.com,1999:blog-81864386771335680912024-03-17T22:11:10.163-07:00SpacienceFidelis in Numeris: don't leave home without it! Eliothttp://www.blogger.com/profile/14875921305675593074noreply@blogger.comBlogger56125tag:blogger.com,1999:blog-8186438677133568091.post-43937981257518446042018-04-01T10:40:00.000-07:002018-05-22T19:03:17.466-07:00Just put together a print and play of Collection Deck, a game designed by the CIA! Check it out at <a href="http://thegamecrafter.com/games/collection-deck1">TheGameCrafter.com</a>!<br />
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<br />Eliothttp://www.blogger.com/profile/14875921305675593074noreply@blogger.com3tag:blogger.com,1999:blog-8186438677133568091.post-13552069107808961442017-10-09T13:14:00.002-07:002017-10-09T13:17:44.409-07:00Obelisk Board Game<div class="separator" style="clear: both; text-align: center;">
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Put together a tower defense board game in my spare time. Check it out on <a href="https://www.thegamecrafter.com/games/obelisk2">TheGameCrafter.com</a>!<br />
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<br />Eliothttp://www.blogger.com/profile/14875921305675593074noreply@blogger.com1tag:blogger.com,1999:blog-8186438677133568091.post-50589811469185124562017-07-12T17:21:00.000-07:002017-07-12T17:21:43.448-07:00Founding: Blockchain Ideas for a New Government<br />
<h4>
If you had the opportunity to found a new country today, knowing all that you have learned in the last 200 years following the founding of the USA, what would you do differently from the baseline US system?</h4>
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<h4>
Introduction: </h4>
Governments are problem solving organizations and as such can be considered solvers in an <a href="https://en.wikipedia.org/wiki/Optimization">optimization problem</a>. The speed at which problems are solved and the solutions that are created are a measure of the efficiency of government. Governments that take a long time to make even the smallest changes would be considered "<a href="https://en.wikipedia.org/wiki/Mathematical_optimization#Solvers">inefficient solvers</a>".
Any government that can solve problems faster will have an innate
advantage over ossified governments that cannot implement change.<br />
<br />
<a href="https://www.thebmc.co.uk/Handlers/ArticleImageHandler.ashx?id=6691&index=0&w=605&h=434" imageanchor="1" style="clear: right; float: right; margin-bottom: 1em; margin-left: 1em;"><img border="0" data-original-height="404" data-original-width="605" height="133" src="https://www.thebmc.co.uk/Handlers/ArticleImageHandler.ashx?id=6691&index=0&w=605&h=434" width="200" /></a>Many governments try to solve problems by choosing the answer that gives the largest short term gain. This typically causes trouble in the long term because to get where they really wanted to go, they had to suffer first. For example, if you were on a mountain range blindfolded and you wanted to go to the beach, you would probably start <a href="http://steepest slope">walking downhill</a>, even though the beach could be on the other side of the mountain range. To make government a better solver, we need to make good use of the last 200 years of advancements. <br />
<br />
Technology allow us to improve quite allot on the systems the founders first proposed. Remember, they did all this without having the internet and blockchain. While we don't have any new countries that will be founded on Earth soon, Mars may present the nearest opportunity we have to put these in practice (assuming that we have sufficient number of people there to actually found a new country). <br />
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<h4>
Proposed Changes:</h4>
<ul>
<li><a href="https://en.wikipedia.org/wiki/Delegative_democracy">Liquid Democracy</a>: This can now be easily implemented with <a href="https://en.wikipedia.org/wiki/Blockchain">blockchain </a>and <a href="https://en.wikipedia.org/wiki/Digital_signature">digital signatures</a>. This did not exist in 1776 which is why we have districting.</li>
<ul><a href="https://images.duckduckgo.com/iu/?u=http%3A%2F%2Factionforesight.net%2Fwp-content%2Fuploads%2F2016%2F12%2FLD-sketch-420x280.jpg&f=1" imageanchor="1" style="clear: right; float: right; margin-bottom: 1em; margin-left: 1em;"><img border="0" data-original-height="280" data-original-width="420" height="133" src="https://images.duckduckgo.com/iu/?u=http%3A%2F%2Factionforesight.net%2Fwp-content%2Fuploads%2F2016%2F12%2FLD-sketch-420x280.jpg&f=1" width="200" /></a>
<li>Pros: Uses Math and the Internet to solve the <a href="https://en.wikipedia.org/wiki/Gerrymandering">Jerrymandering problem</a>. Allows Barbara to make a small decision (do I trust Matt and does he have good ideas on how to improve society) and enables the empowerment of proxies (Barbara gives Matt her proxy vote. Now everything that Matt votes on he has two votes).</li>
<li>Cons: You don't need to be associated with a "political party" to get "elected"?</li>
</ul>
<li><a href="https://en.wikipedia.org/wiki/Cryptocurrency">Cryptocurrency</a>: Automate the FED thanks to blockchain</li>
<ul>
<li>Pros: Safe and Secure. People that take risks gamble without possibility of bailout because the <a href="https://www.cato.org/publications/commentary/milton-rose-friedman-offer-radical-ideas-21st-century">FED is run by algorithm</a>. Solidifies monetary policy (gets away from looking at <a href="http://money.cnn.com/1999/06/29/economy/fed_briefcase/">brief case sizing</a> )</li>
<li>Cons: Government can't print money on demand and thus works with more <a href="https://en.wikipedia.org/wiki/Constrained_optimization">constraints.</a></li>
</ul>
<li>Nuclear Weapons: <a href="http://www.ucsusa.org/nuclear-weapons/us-nuclear-weapons-policy/first-strike">No need to have a single finger on the button</a>, this can be managed easily through the blockchain and digital signatures</li>
<ul><a href="https://images.duckduckgo.com/iu/?u=http%3A%2F%2Fstatic.tvtropes.org%2Fpmwiki%2Fpub%2Fimages%2Fbigredbutton01_3097.png&f=1" imageanchor="1" style="clear: right; float: right; margin-bottom: 1em; margin-left: 1em;"><img border="0" data-original-height="250" data-original-width="315" height="158" src="https://images.duckduckgo.com/iu/?u=http%3A%2F%2Fstatic.tvtropes.org%2Fpmwiki%2Fpub%2Fimages%2Fbigredbutton01_3097.png&f=1" width="200" /></a>
<li>Pros: No need to man missile stations (they could be automated?). No need to pay for a dedicated military network for command and control. Just connect to any cell tower and sign that <a href="https://en.wikipedia.org/wiki/Smart_contract">smart contract</a> (requires 3 of 5 signatures)!</li>
<li>Cons: One person can't destroy the world anymore. <a href="https://en.wikipedia.org/wiki/Denial-of-service_attack#Distributed_attack">DDoS</a> vulnerable. Make sure to <a href="https://ethereum.gitbooks.io/frontier-guide/content/costs.html">pay your gas cost</a>!</li>
</ul>
<li><a href="https://cei.org/blog/blockchain-business-council-help-secure-property-rights-worlds-poor">Property Rights</a>: Blockchain enabled </li>
<ul>
<li>Pros: Easy to verify who owns what and allows everyone to see who has a lien on the property. Cuts down on<a href="http://www.titlesolv.com/hot-topics/property-fraud-claims-increasing-/"> title fraud.</a></li>
<li>Cons: Government can't randomly give away your property to someone else.</li>
</ul>
<li><a href="http://www.coindesk.com/deloitte-opens-ethereum-identity-platform-blockchain-developers/">National ID System</a>: Blockchain anyone?</li>
<ul>
<li>Pros: Department of Motor Vehicles (DMV) ceases to be useful for anything other than driving tests. Leaves behind the Roman era of paper documents and <a href="https://en.wikipedia.org/wiki/Seal_(emblem)">wax seals</a> / embossing.</li>
<li>Cons: No "one place to go" if you need to revoke / renew ID's if you lost your key?</li>
</ul>
<li>Randomized Holidays: Practice what you preach as far as <a href="http://www.lawfficespace.com/2010/12/is-christmas-federal-holiday.html">federal government religious impartiality</a>. Average one federal holiday every 33 days fit to an e<a href="https://en.wikipedia.org/wiki/Exponential_distribution">xponential distribution</a>. Roll a year in advance for the holidays of next year.</li>
<ul><a href="https://images.duckduckgo.com/iu/?u=http%3A%2F%2Fwww.electricscotland.com%2Fhistory%2Fother%2Fimages%2Fjefferson.jpg&f=1" imageanchor="1" style="clear: right; float: right; margin-bottom: 1em; margin-left: 1em;"><img border="0" data-original-height="504" data-original-width="364" height="200" src="https://images.duckduckgo.com/iu/?u=http%3A%2F%2Fwww.electricscotland.com%2Fhistory%2Fother%2Fimages%2Fjefferson.jpg&f=1" width="144" /></a>
<li>Pros: No Religious favoritism</li>
<li>Cons: No Religious favoritism</li>
</ul>
</ul>
<h4>
Your Ideas? </h4>
Eliothttp://www.blogger.com/profile/14875921305675593074noreply@blogger.com1tag:blogger.com,1999:blog-8186438677133568091.post-6869884370329857282017-04-09T13:42:00.000-07:002017-04-09T13:50:06.550-07:00Shankar, Re: Scarcity Trap<div style="margin-bottom: 0in;">
<a href="http://www.npr.org/2017/03/20/520587241/the-scarcity-trap-why-we-keep-digging-when-were-stuck-in-a-hole">This is in response to this Original Article</a></div>
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TLDR: Short term gain causes long-term loss, examples: politics, asteroids. Change your mind, save the world!<br />
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<div style="margin-bottom: 0in;">
In mathematics we think of the scarcity
trap as an optimization problem where you are focusing on short-term
gains. Due to the complexity of some mathematical problems, this
often leads to a long term loss. It's like being on a golf course
blindfolded and you're trying to find the lake. Every time you go
down hill you think, 'hey I'm getting closer to that lake', but what
you don't realize, because you can't see, is that you're actually
headed strait for a sand dune at the bottom of the little valley.
This happens most often in problems with “lots of valleys”. In
the business we call this “manly local optima”, optima being the
lowest point in the valley. To find the lake in the case above, you
often have to “go uphill”, before going down hill again.</div>
<div style="margin-bottom: 0in;">
<br /></div>
<div style="margin-bottom: 0in;">
I often think of our society having the
same penchant for short-term optimization, especially in our election
process. We are dominated by the two main parties, but it was not
always so. One explanation for why we were reduced to two parties is
that every election year, people are focused on winning that election
that year. Thoughts of what happens in 20 or 30 years are far outside
the scope of how the average person votes. Thus, after decades of
making the short-term optimization choice, we are reduced to just
having two major parties that have the highest probability of
winning. One of typical ways of peer-pressuring people into voting
for a candidate from those two parties is that friends and family
members often say: “X candidate cannot win”, as an explanation
for why you shouldn't vote for them. However, what they neglect to
say is that if you never vote for someone else, someone else will
always have a reduced chance to win during the election after this
one.
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<div style="margin-bottom: 0in;">
<br /></div>
<div style="margin-bottom: 0in;">
My thesis research for my Master's
program was based on analyzing an issue who's devastating effect
appears only when society solves the problem through short-term
thinking. Asteroids impacting planets are naturally occurring
phenomenon. Many of the beautiful craters on the moon and mars are
formed by impact strikes. Asteroid strikes are a statistical problem
meaning that is is only a matter of time before an asteroid hits a
major city. My researched looked at the side-effects of dealing with
an asteroid impact with little warning time. Short warning time only
happens if society does not place value in asteroid detection
programs, or refuses to invest in asteroid deflection missions.
Technologies like gravity tractors and mounting thrusts to the
asteroid can only work if scientists are given steady funding and
public support for decades. If society refuses to make these
investments, then the only method left to deflect an asteroid is the
nuclear option.
</div>
<div style="margin-bottom: 0in;">
<br /></div>
<div style="margin-bottom: 0in;">
Unlike the figurative use we've heard
of in the last few days, the nuclear option means using a nuclear
device to blow the asteroid into little bits. This prevents large
chunks from piercing through the atmosphere.* The problem with this
approach is that you're taking one big rock and breaking it up into a
bunch of smaller rocks. All those rocks are still heading for Earth.
While they may put on a spectacular light show for people on the
ground, satellites, which we have come to depend on, will be having a
very bad day. Satellites are very delicate, very expense, very
important things. They are considered critical infrastructure by the
US government. They make your GPS maps work, they keep your cell
towers working, and they allow the US military to coordinate all
around the globe. All those little rocks that we created with our
short-term optimization to save ourselves, will now have the
opportunity to hit our satellites and destroy all the services we've
come to rely on. Not only that, all those destroyed satellites will
stay in space, flying around and around the Earth, destroying any
healthy satellites that survive.
</div>
<div style="margin-bottom: 0in;">
<br /></div>
<div style="margin-bottom: 0in;">
This type of problem, loosing
satellites and all the services they provide, can only happen with a
society that constantly makes short-term decisions. A society that
can successfully make long term decisions won't have this problem
because they will have spent the time and the effort to develop
better deflection technology and know-how.</div>
<div style="margin-bottom: 0in;">
<br /></div>
<div style="margin-bottom: 0in;">
It is possible that this is a clear
example of Fermi's paradox which deals with the problem of, if
intelligent life exists in the universe, why haven't we heard from it
yet. One of the explanations proposed to explain this is that
intelligent life has a tendency to destroy itself. I would have to
agree with this position. We have understood celestial mechanics
since Martin Luther nailed his manifesto to the church door. We have
nightly evidence of the impacts that have scarred the face of the
moon. And yet, as an “intelligent species”, we are more concerned
with taking the shortest path to the lake than we are with realizing
that we might be headed into a sand dune.
</div>
<div style="margin-bottom: 0in;">
<br /></div>
<div style="margin-bottom: 0in;">
Does this mean our society is doomed?
Definitely not! Humans are an adaptive species. We are experts at
solving problems large and small. And just like a recovering addict
must first admit that there is a problem, once we admit that our
decision making process is biased towards short-term gain, we can
become more cognizant of long-term loss caused by our decisions. This
will help us overcome problems with asteroids and problems with
politics. Who knew long-term decision making could be so useful?</div>
<div style="margin-bottom: 0in;">
<br /></div>
<div style="margin-bottom: 0in;">
Thank you for your time.</div>
<div style="margin-bottom: 0in;">
<br /></div>
<div style="margin-bottom: 0in;">
<br /></div>
<div style="margin-bottom: 0in;">
<br /></div>
<div style="margin-bottom: 0in;">
* Typically at this point, we are
forced to make the obligatory Bruce Willis reference and people in
the audience start giggling. “The Giggle Factor”, as we like to
refer to it, is odd because this is a real issue that very much has
the capability of leveling an entire metro area. The Tunguska
asteroid strike in 1908 leveled an area larger than the city of Los
Angeles.</div>
Eliothttp://www.blogger.com/profile/14875921305675593074noreply@blogger.com1tag:blogger.com,1999:blog-8186438677133568091.post-35760845975262470332016-07-16T17:15:00.000-07:002016-07-16T17:32:39.915-07:00Yay Democracy<div class="separator" style="clear: both; text-align: center;">
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEg8kOWaVqUBO0pQpflrpur2h9_aOWFp91UwmLjM2DKNc8oaOZBzmEtAaNqrn-bWvhuExsPNv-G__QzKsB7enw3zvJLJJlT6MGX6kL6zapgU1Q7GzKXPygzzcMw90DUswqWaVrtq-LEC3gI/s1600/two_evils2.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="240" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEg8kOWaVqUBO0pQpflrpur2h9_aOWFp91UwmLjM2DKNc8oaOZBzmEtAaNqrn-bWvhuExsPNv-G__QzKsB7enw3zvJLJJlT6MGX6kL6zapgU1Q7GzKXPygzzcMw90DUswqWaVrtq-LEC3gI/s320/two_evils2.png" width="320" /></a></div>
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<a href="https://drive.google.com/open?id=0B-UsCtPQyzTKaGxENk8tQThEN1k">Download PDF </a><br />
<br />
<a href="http://creativecommons.org/licenses/by-nc-sa/4.0/" rel="license"><img alt="Creative Commons License" src="https://i.creativecommons.org/l/by-nc-sa/4.0/88x31.png" style="border-width: 0;" /></a><br />
<span property="dct:title" xmlns:dct="http://purl.org/dc/terms/">Door#3</span> by <a href="http://spacience.blogspot.com/2016/07/yay-democracy.html" property="cc:attributionName" rel="cc:attributionURL" xmlns:cc="http://creativecommons.org/ns#">SkithUno</a> is licensed under a <a href="http://creativecommons.org/licenses/by-nc-sa/4.0/" rel="license">Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License</a>.Eliothttp://www.blogger.com/profile/14875921305675593074noreply@blogger.com0tag:blogger.com,1999:blog-8186438677133568091.post-79233177139649393232016-06-26T10:46:00.001-07:002016-07-01T14:19:14.170-07:00AMD RX 480 & RX 470 - Hashing Performance for EthereumA statistical analysis of the performance of the new AMD RX 480 (R9 480?) and RX 470 (R9 470) video cards. Please <a href="https://www.reddit.com/r/EtherMining/comments/4pytnh/amd_rx_480470_performance_thread/">Submit your individual card performance metric</a>.<br />
<br />
Performance Estimates:<br />
<br />
<table border="0" cellpadding="0" cellspacing="0" style="width: 366px;"><colgroup><col span="2" style="width: 48pt;" width="64"></col>
<col style="mso-width-alt: 3181; mso-width-source: userset; width: 65pt;" width="87"></col>
<col style="width: 48pt;" width="64"></col>
<col style="mso-width-alt: 3181; mso-width-source: userset; width: 65pt;" width="87"></col>
</colgroup><tbody>
<tr height="41" style="height: 30.75pt; mso-height-source: userset;">
<td class="xl67" height="41" style="height: 30.75pt; width: 48pt;" width="64">Card</td>
<td class="xl67" style="border-left: none; width: 48pt;" width="64">Average <br />
MH/S</td>
<td class="xl68" style="border-left: none; width: 65pt;" width="87">Confidence
Interval (3<span class="font5">σ)</span></td>
<td class="xl68" style="border-left: none; width: 48pt;" width="64">Sample Size</td>
<td class="xl68" style="border-left: none; width: 65pt;" width="87">Power Usage
(W/MH)</td>
</tr>
<tr height="20" style="height: 15.0pt;">
<td class="xl65" height="20" style="border-top: none; height: 15.0pt;">RX 480</td>
<td class="xl65" style="border-left: none; border-top: none;">23.7</td>
<td class="xl65" style="border-left: none; border-top: none;"> +/-4.9</td>
<td class="xl65" style="border-left: none; border-top: none;">7</td>
<td class="xl66" style="border-left: none; border-top: none;">6.3</td>
</tr>
<tr height="20" style="height: 15.0pt;">
<td class="xl65" height="20" style="border-top: none; height: 15.0pt;">RX 470</td>
<td class="xl65" style="border-left: none; border-top: none;"> -</td>
<td class="xl65" style="border-left: none; border-top: none;"> -</td>
<td class="xl65" style="border-left: none; border-top: none;">0</td>
<td class="xl66" style="border-left: none; border-top: none;"> -</td>
</tr>
</tbody></table>
<br />
RX 470 is not being released on 6/29/2016 therefore we have no data for this unit!Eliothttp://www.blogger.com/profile/14875921305675593074noreply@blogger.com1tag:blogger.com,1999:blog-8186438677133568091.post-10617832728596989042016-06-22T15:59:00.000-07:002016-06-22T16:01:30.566-07:00The DAO and Optimizing 'Theft'The likelihood of a soft or hard fork should be correlated to the amount of ETH that was 'unexpectedly transferred' due to edge case scenarios. We posit that larger the quantity of ETH 'transferred', the more willing the community will be to institute hard and soft forks.<br />
<br />
Exceptions to the rule happen everywhere. How a society deals with those exceptions speak wonders about the people in it. The 'lost stone' on the island of Yap is an excellent example of an exception. The islanders used the stones as currency and one stone was unexpectedly transferred into the sea, an edge case of moving a large stone from one island to another. The islanders had two choices, they could insist that the stone be hauled up from the sea floor in order to be counted as currency, or they could make an exception to their rule and allow the stone to lie at the bottom of the sea and still count as currency. Their society was able to reach consensus on this issue, most likely because it took a great deal of effort to harvest the stones. <br />
<br />
The DAO fiasco can also be considered to be and edge case. Originally, designed as an investment vehicle to stimulate growth in Ethereum, it is now a liability. The quantity of effort that was put at risk due to this edge case is very large, around 1/10th of all the ETH created is. Based on the lost stone example from above, we would expect that if something that took allot of effort to make was 'lost', the community overall would support some remedy to the situation. We believe this is even more likely in the scenario of the DAO where vested interests are far reaching and touch many community members including small time miners like myself.<br />
<br />
Based on that knowledge, we put together an estimate of how likely people were to support a fork based on how much ETH was 'transferred'. Essentially we'd expect that for small losses, not enough people would care to support a fork because it probably didn't affect them and systematic risk was small. And with large losses, community support would increase significantly due to the increased likelihood that more people were affected and the perceived systematic risk increase which leads to questions like: Will PoS actually work when one 'entrepreneur' siphons off a huge amount of the currency? Furthermore, we'd always expect more people to support soft forks than hard forks.<br />
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<img alt="" 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" /><br />
<br />
We then polled the community, and from the few responses we received we found a similar trend:<br />
<br />
<br />
<br />
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<img alt="" 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" /><br />
There is a noticeable rise between 5% 'transferred' and 10% 'transferred' and we generally do see a greater percentage of people supporting a soft fork than a hard fork.<br />
<br />
What does this suggest for successful 'entrepreneurs' of the future? If you find an opening that allows you to 'transferred' a small amount of ETH, you'll probably get to keep it. However, if you find a big opening which causes allot of ETH to be 'transferred', you may end up with nothing. This is because the likelihood of community response to remedy problems increases as the % of ETH 'transferred' increases. Where exactly that transition region between community disinterest and community action appears to lies around the 7% region. <br />
<br />
<br />
<br />
RAW DATA:<br />
<img alt="" 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" />Eliothttp://www.blogger.com/profile/14875921305675593074noreply@blogger.com1tag:blogger.com,1999:blog-8186438677133568091.post-51252137739956026792016-05-24T14:56:00.000-07:002016-05-24T14:59:45.187-07:00Things You Don't Want To Hear<div class="separator" style="clear: both; text-align: center;">
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<b>Don't Panic! Censorship is alive an well:</b><br />
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEg5IWKlJ7bn-ZKkbYwAE93oKfMCm1mRw5HvMaxOzrjjO0NMX3TBsjhMc-WvNwKQToMGBuyF9QChB5b0NUCQ4GC77Qa7yYGgZWA1YrMtRKnMdVw5ayPvr7rOUonU7Ju8R1FIJmEMkEHHifo/s1600/Removed.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="135" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEg5IWKlJ7bn-ZKkbYwAE93oKfMCm1mRw5HvMaxOzrjjO0NMX3TBsjhMc-WvNwKQToMGBuyF9QChB5b0NUCQ4GC77Qa7yYGgZWA1YrMtRKnMdVw5ayPvr7rOUonU7Ju8R1FIJmEMkEHHifo/s400/Removed.png" width="400" /></a></div>
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No sooner did I post this simple comment than it was taken down. Do you find this comment offensive? Bad taste perhaps?<br />
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NPR's title for this piece was delicately constructed to hide the real heart of the matter: Congress raided the TSA fund, then decided to fire the head of TSA for long wait lines.<br />
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If we can't have discussion on how the issues are framed to the public, what can we talk about?Eliothttp://www.blogger.com/profile/14875921305675593074noreply@blogger.com0tag:blogger.com,1999:blog-8186438677133568091.post-34827702303720371182016-04-27T17:25:00.000-07:002016-04-27T17:25:04.848-07:00Annuities, a Questionable Investment During US$ FadeA recent <a href="http://www.npr.org/2016/04/26/475759586/how-to-not-run-out-of-money-in-retirement">NPR article</a> highlighted a reasonable strategy to hedge risk of outliving your savings. But it's dollar-based payout system will leave many seniors paying the bill if the dollar declines. The dollar is the undisputed world reserve currency, for now, with many smart people at the Federal Reserve managing it. However, new challengers have emerged to the dollar. These challengers are backed by advances in mathematics and cryptography. The challengers use computer algorithms to manage them, instead the 'little grey cells'. The challengers are fundamentally more efficient, adaptable, and less arbitrary than the dollar. The one saving grace, so far, is that the dollar has been more stable than the challengers. <br /><br />Investors buying a 15 year deferred fixed annuity are betting that they will: (A) be alive and (B) dollars will hold their value until they die. That is a rather large bet in favor of the incumbent. If the dollar transition happens while they are alive, they are going to be impoverished. <br /><br />What is really going to drive this transition? The IMF has detailed that these challengers "... will likely be more widely adopted in countries with less credible monetary policy." (<a href="http://www.imf.org/external/pubs/ft/sdn/2016/sdn1603.pdf">source</a>) Now how could that be the US dollar? Look at what happened in 2008. Too big to fail and implied federal loan guarantees will happen again. Look at how the Federal Reserve manages the currency. Two words in a long technical talk cause major ripples in the economy. Look at the way the Federal budget is managed. History tells us there are three ways out of a debt hole you vote yourself into: Inflation, Haircut, or Monetary unit change. None of those ways works out well for people holding dollars or expecting to receive dollars. <br /><br />Maybe you think you will pass away before the transition. For me, I am in my 30's. I am going to have to live through it. I am betting on the challenger. Eliothttp://www.blogger.com/profile/14875921305675593074noreply@blogger.com0tag:blogger.com,1999:blog-8186438677133568091.post-31997381235601469792016-03-16T10:04:00.001-07:002016-03-20T12:48:44.646-07:00Fix it Bible: PCIe 1x to 16x Risers for GPU Mining<br />
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<tr><td style="text-align: center;"><a href="http://g01.a.alicdn.com/kf/HTB1fDvpIXXXXXawXXXXq6xXFXXXn/10pcs-font-b-Pci-b-font-e-PCIe-font-b-Pci-b-font-font-b-Express.jpg" imageanchor="1" style="clear: right; margin-bottom: 1em; margin-left: auto; margin-right: auto;"><img alt="10pcs Pci-e PCIe Pci Express 1x to 16x Riser Card USB 3.0 Extender Cable with Sata to IDE 4Pin Molex Power Supply for BTC Miner(China (Mainland))" border="0" class="picCore pic-Core-v" src="http://g01.a.alicdn.com/kf/HTB1fDvpIXXXXXawXXXXq6xXFXXXn/10pcs-font-b-Pci-b-font-e-PCIe-font-b-Pci-b-font-font-b-Express.jpg" height="142" itemprop="url" width="200" /></a></td></tr>
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Came across problems getting my 1x to 16x PCIe risers to work on my GIGABYTE <a href="http://www.gigabyte.com/products/product-page.aspx?pid=4709#ov">GA-F2A88X-UP4</a> motherboard. Several forum posts from litecoin forums have descriptions on how to solve these types of issues but they aren't all in the same place. Here's a conglomeration of all the potential issues you could be facing if these risers don't work immediately when you plus them in.<br />
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<b>BIOS Settings</b> - The fickle mistress, there are lots of settings in here that can trip you up. Some key things that need to be set here, make sure your PCIe cards are set to run as Gen 2.0 not auto. Gen 2.0 is the most likely config that your extenders will work with. On some motherboards there are a limited number of systems that can be run simultaneously and some periferals will take priority over your PCIe 1x slots. To fix this, you need to disable these extra periferals. As a last resort, disable the USB 3.0 driver and the SATA driver. I managed to get my system working with both of these on however.</div>
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<tr><td style="text-align: center;"><img alt="35CM PCI Express PCI-e 1X to 16X Riser Card Extend Ribbon Cable with w/ Molex Connector(China (Mainland))" class="picCore" src="http://g03.a.alicdn.com/kf/HTB1dXfCHVXXXXX0XpXXq6xXFXXXO/35CM-font-b-PCI-b-font-font-b-Express-b-font-font-b-PCI-b-font.jpg" height="192" itemprop="url" style="margin-left: auto; margin-right: auto;" width="200" /></td></tr>
<tr><td class="tr-caption" style="text-align: center;">Powered</td></tr>
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<table cellpadding="0" cellspacing="0" class="tr-caption-container" style="float: right; text-align: right;"><tbody>
<tr><td style="text-align: center;"><a href="http://g02.a.alicdn.com/kf/HTB17CqHKFXXXXaoXXXXq6xXFXXXC/-font-b-PCI-b-font-font-b-Express-b-font-font-b-PCI-b-font.jpg" style="clear: right; margin-bottom: 1em; margin-left: auto; margin-right: auto;"><img alt="PCI Express PCI-e 1X TO 16X Riser Card Extender Cable,50pcs/lot DHL Free Shipping(China (Mainland))" border="0" class="picCore" src="http://g02.a.alicdn.com/kf/HTB17CqHKFXXXXaoXXXXq6xXFXXXC/-font-b-PCI-b-font-font-b-Express-b-font-font-b-PCI-b-font.jpg" height="200" itemprop="url" width="200" /></a></td></tr>
<tr><td class="tr-caption" style="text-align: center;">Unpowerd</td></tr>
</tbody></table>
<b>Unpowered Riser</b> - Whatever type of riser you buy, make sure it has a a 4
prong power port. The PCIe bus can demand up to 75w of power and an
unpowered riser will cause you trouble. Make sure that a ground wire is also included. It's good to get one that has a capacitor between the ground and the power to smooth out any power flucuations.<br />
<br />
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<a href="data:image/png;base64,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" 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" width="200" /></a><b>Shorting Pins</b> - Sometimes people recommend shorting some pins on the PCIe board. This is not typically required anymore because the pin shorts have been built into the card. This is the case with the USB3 riser in the top picture. If you look at the trace of the metal, you can follow it and it clearly shows that the two required pins have been shorted. <br />
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<a 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" imageanchor="1" style="clear: right; float: right; margin-bottom: 1em; margin-left: 1em;"><img alt="Image result for power supply EVGA" border="0" class="rg_i" data-sz="f" height="157" name="28ourfmiCB8F2M:" src="data:image/jpeg;base64,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" style="height: 186px; margin-top: 0px; width: 236px;" width="200" /></a><b>Power Supply</b> - Video cards draw a lot of power and if you don't have a large enough power supply, they may not power up properly. The typical R9 280 & R9 380 draw around ~200W, your R9 290 and R9 390 will probably draw around ~300W. Make sure you're power supply can handle the demand of all your cards turned on or you may undervolt stuff and cause it to malfunction. If you want to be precise in your power calculations, pickup a <a href="http://www.homedepot.com/p/P3-International-Kill-A-Watt-EZ-Meter-P4460/202196388?cm_mmc=Shopping|THD|G|0|G-VF-PLA-D27E-Electrical|&gclid=Cj0KEQjwzq63BRCrtIuGjImRoIIBEiQAGLHdYXZ0E8f3lNcup1MMHk0vw2Zz6NYQ6C4dWmTR90pdOl8aAgV-8P8HAQ&gclsrc=aw.ds">Kill a Watt EZ meter</a> and sample your power usage over an hour. Make sure to add +20% margin for spike load. So if your meter says you are using 100W on average, make sure your power supply is rated for 120W.<br />
<br />
<br />
<b>Default Graphics Output </b>- /u/arthropal pointed out that "motherboards will usually initialize whatever is in the top slot as the
active console card, so if they have an extender on a top slot that's
1x, and they are trying to see output on the card in the top full sized
slot, which is below that 1x slot, they will get black screen and
seemingly no boot." To overcome this issue, make sure to fix the default graphics card selected in your BIOS settings.<br />
<br />
<b>Integrated Graphics Cards</b> - On some motherboards you have integrated graphics cards. Depending on your OS, these graphics cards will fight for control of the video output with your plugged in PCIe GPU. I've had this trouble on Ubuntu and I had to specifically force both BIOS and Ubuntu to use the integrated graphics card, leaving my GPUs for mining only. Forcing integrated graphics in BIOS only is not enough. </div>
<div style="clear: right; float: right; margin-bottom: 1em; margin-left: 1em;">
<br />
<b>OS Issues</b> - There are some OS specific limitations to getting multiple GPUs to work but usually it's only after you've plugged in 6 or more GPUs. If you only plug in your powered riser and remove all other other cards and it doesn't work, it's probably not an OS issue.<br />
<br />
<br />
<br /></div>
Eliothttp://www.blogger.com/profile/14875921305675593074noreply@blogger.com0tag:blogger.com,1999:blog-8186438677133568091.post-413857225947638052016-02-21T21:07:00.002-08:002016-02-22T09:24:42.899-08:00Getting the Most out of PoS MiningEthereum's switch to Proof of Stake (PoS) is causing concern with some due to the uncertain economic model that PoS will create and how PoS 'mining' will be conducted. While the first group of PoS miners may be randomly chosen, it may be more efficient for the network over the long term to switch to a auction type of approach, similar to how the US government auctions treasury securities. Details below.<br />
<br />
US government issues some treasuries through a <a href="http://wiki.fool.com/Problems_With_a_Reverse_Dutch_Auction">Reverse Dutch Auction</a> process. The bond holders lend money to the government and the government asks them to do nothing and collect the bond plus some interest when it comes to term. The principal and interest is drawn from tax payers in the future. In the Ethereum network, the goals would be slightly different, but the auction structure could be the same. If you bid to be an Ether PoS miner, you are promising that you will stake for the network, or risk forfiture of your deposit. In exchange for this, you are allowed to apply a 'tax' to transactions.<br />
<br />
In the treasury auction process, people bid on the minimum amount of return they would be willing to accept on their bonds. Ethereum would use this same mechanic and let people bid on the minimum transaction tax that they would be willing to charge. That value would then be fixed for the term of their contract. This system will drive the transaction fees down to a marginal cost over equipment and labor. <br />
<br />
PoS pools could function by soliciting bids from smaller stakers in a similar fashion, with only the most competitive offers chosen. Once the pool was fully subscribed, it could submit it's cumulative bid to the network. This would enable the stakers with small amounts of Ether to compete with large corporations, as long as the former were willing to accept a smaller return. Yay free market!<br />
<br />
The network attack cost function is then described by Ether stake size, and the number of stakers. Network security and transaction fees increase by enlarging stake size and number of stakers. Block times increase by enlarging the number of stakers. Network centralization increases by decreasing the number of stakers. <br />
<br />
PoS miners will make money under this scheme, but not gobs and gobs of it and fewer people will think they can get a free lunch out of PoS mining.<br />
<br />
<br />
<br />
<br />
<br />
Remaining Issues:<br />
Breaks down if there is a block reward?<br />
Assumes all stake sizes are the same (fixed, no min-max spread)<br />
How to stagger bidding contracts so you have some short term and some long term? (Treasuries have 1 month to 30 year options)<br />
Any way to ensure the staker's don't all end up in one country?<br />
Backup staker's in case aforementioned country goes off line?<br />
Two bids being equal, favor bids with more provable persons behind them?<br />
Allow people to vote on the max staked Ether amount and number of stakers? Eliothttp://www.blogger.com/profile/14875921305675593074noreply@blogger.com1tag:blogger.com,1999:blog-8186438677133568091.post-82456935454999346492016-02-20T17:16:00.004-08:002016-02-20T17:16:28.331-08:00Future Have and Have NotsThe is much talk these days about inequality and wealth distribution. Hearing about how much wealth to top 1% of people own and how the system is rigged to keep the little guy down is typical conversation. But what people don't realize is that this the tip of the iceberg. We haven't even begun to scratch the surface of societal stratification. The future will bring more inequality that you can imagine.<br />
<br />
Future game changers include longevity treatments and aging cessation. When it is possible for a single person to accumulate enormous wealth and pay for medical treatment enabling them to live twice the normal human, that is seriously going to change society. Imagine entire generations of people laboring in corporations run by the same man. The way that we think about what human beings are will change. Looking down from the high-mountain at your fellow man with the ephemeral lifespan will change the people on top and those on bottom view each other.<br />
<br />
Further stratification will happen as we take the first timid steps into making the human race extra-terrestrial. Barring some major technological leaps in science, it will always be expensive to lift mass out of Earth's gravity well, and thus only a limited number of people will get the opportunity to live beyond Earth and found the new colonies. Who will get to go is a function of two things: how much money you have and what skills you have.<br />
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For the poor, the only ticket out of the gravity well is becoming a specialist in one or more of the fields that a colony needs. Surgens, botenists, engineers, chemists, biologists, all these will have the opportunity to join the colony if you at the top of your class.<br />
<br />
For the rich, they lend value to the colony by enabling the purchasing of ships, material, and equiptment before launch. Whilst on the colony, they must continue to contribute either by adopting a specialty, or continuing to enable the shipping of resources to the colony from Earth. For those first colonies when resources are slim, those that do not contribute should expect to bunk in the cold next to the airlock.<br />
<br />
For those that are in the top of their class, opportunities will arise which enables them to leverage their expertise in the aforementioned technical specialties on the colony. Today we understand little about how to pass on mental aptitude from parent to
child, thus, it is more reasonable to rely on children become better than average than to rely on them being the best in their field. However being a top performer will not be enough to secure a spot. What will sweeten the deal is if they have capital to invest in the venture. <br />
<br />
Investing for the future is therefore the most important thing that one can accomplish with your life. The energy you spend to invest now will magnify over time and hopefully leave your offspring with the capital they need for the voyage beyond Earth. It will ensure that your progeny is not left behind. Don't you want to give them the opportunity to explore the infinite horizon of space and marvel at the cold beauty of the universe?<br />
<br />
I know I want to...Eliothttp://www.blogger.com/profile/14875921305675593074noreply@blogger.com0tag:blogger.com,1999:blog-8186438677133568091.post-63238939340387602672016-02-15T14:18:00.000-08:002016-02-15T14:18:03.016-08:00Geeks benefit long-term from cypto adoptionUS, lawmakers are debating how to create backdoors into cell
phones for law enforcement. This discussion will extend to
crypto currency due to the ease of transferring assets without legal purview (<a href="https://www.imf.org/external/pubs/ft/sdn/2016/sdn1603.pdf">ref p7</a>). The geek class stands to benefit the most during the transition period from fiat to crypto, as new wealth-preservation options open up. This comes at the expense of shifting the debt burden to non-geek taxpayers.<br />
<br />
Extracting Value:<br />
Debt fueled democracies seek to grow short-term spending at the expense of future generations (<a href="https://books.google.com/books?id=H98bCgAAQBAJ&pg=PA579&lpg=PA579&dq=democracy+existence+debt+financing&source=bl&ots=6A1PgyHW5U&sig=FILg1PZkveeLsvV_i8dLH9P7ug8&hl=en&sa=X&ved=0ahUKEwih2M3i1frKAhVL4mMKHfIRDfwQ6AEITTAJ#v=onepage&q=democracy%20existence%20debt%20financing&f=false">ref pg579</a>). They appear to grow to consume as much resources as possible, limited only by the following abilities: taxation, debt issuance, debt avoidance (haircut), and currency issuance (inflation). A decrease in any of these stats will shrink the government over the long-term. Crypto currencies are a direct threat to taxation and currency issuance abilities. Without a healthy tax base, debt issuance capabilities also decrease. While legislators may want to regulate and tax crypto, their ability to implement anything workable without international community consent is doubtful. This brings a new meaning to "...deriving their powers from the consent of the governed." <br />
<br />Current Tax Implementation:<br />
Taxation in the US is nominally progressive, because the rules say: 'as you make more, you are taxed at a higher percentage'. This differs from the actual implementation where the wealthy can afford tax experts that use complex rules in the tax code to squirrel money away and pass it down to heirs (<a href="http://www.bloomberg.com/bw/articles/2012-04-17/how-to-pay-no-taxes-10-strategies-used-by-the-rich">ref</a>). This leaves the middle class paying the highest percentage of tax and the poor receive more value than they paid in through subsidy programs. <br />
<br />
Wealth Preservation:<br />
Crypto will enable the geek class to effect similar tax avoidance strategies without paying for high-priced tax advisers. Some of these strategies such as 'buy crypto and hold' until bequest to heirs, may even be legal! The advent of smart contracts will enable smooth wealth transitions between generations. The prospect of being able to pass wealth down uninterrupted to heirs in the same manner as the 'one percent' will create a generation of little wealthy geeks.<br />
<br />
Growing Inequities:<br />
Sadly, this type of wealth preservation will initially only be accessible to the minority of citizens that makeup the geek class. And thus, like schemes that disproportionately help certain classes build wealth in yester years (<a href="http://people.oregonstate.edu/~kaplanj/Reparations.pdf">ref</a>), our society will be left with additional growing inequalities. This will be further exacerbated by the need to repay or discharge the government debt. The price of paying these loans will disproportionately fall on those that have kept their money within reach of the government by not divested into cyrpto. <br />
<br />
Last Thoughts:<br />
The geek class stands to benefit disproportionately through cyrpto-currency investments because such investments create facilities of long-term wealth preservation that are immune to government efforts to extract wealth, thus leaving a larger burden for the rest of society to eventually repay. Eliothttp://www.blogger.com/profile/14875921305675593074noreply@blogger.com2tag:blogger.com,1999:blog-8186438677133568091.post-71626269040068352222016-02-01T16:11:00.000-08:002016-02-01T16:11:07.281-08:00Diversity vs. Consensus in the Primary ProcessThe US primaries are in full swing with Iowa and New Hampshire about to start voting. In this post we will examine the peculiar way that the primary process is conducted and how this process is optimized for consensus building as opposed to diversity.<br />
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Diversity has as many meanings are there are people in this world, so let's throw down a definition which will hold for this article: Diversity is including everyone's ideas. Lots of business justifications for diversity revolve around this concept. This theory is built off of the wisdom of crowds. Now a simple example of this is to <a href="http://www.npr.org/sections/money/2015/08/07/429720443/17-205-people-guessed-the-weight-of-a-cow-heres-how-they-did">ask 17,205 people how much a cow weighs</a>. Ask allot of people, and you'll get really close to the true answer. You don't want to leave anyone out of the decision making process or bias them, because you'll eventually arrive at a suboptimal answer. <br />
<br />
Now the primary process interestingly enough favors consensus over diversity. What do we mean by consensus? We mean people agreeing with each other on what candidate to vote for. In the cow example, this would be shown by everyone guessing very close to the same value (not necessarily the right value). How does the primary process favor consensus you ask? In a typical ideation session, where you're trying to come up with new ideas and select the best ones, you have people write down their votes before announcing them to the group. This prevents the first few voters from skewing the results through social norming.<br />
<br />
Detailed Example: Everyone brainstorms ways to improve the company. At the end of an hour you've identified 30 different ways and you have to select the top 4. Now if everyone writes down their votes first, before telling the rest of the group (simultaneous voting), you'll have quite a different spread than if say Lisa, whom everyone likes goes first and tells you her top 4 (sequential voting). If you let Lisa go first before you've written down what you think your top 4 are, you'll social norm to some of Lisa's choices. This will cause Lisa's selections to be overly popular compared with the case that everyone wrote down their vote first. This is completely independent of how good Lisa's choices were overall.<br />
<br />
Now why is sequential voting used in the primary election process? Because it's an effective means to leverage social norms and get people to vote for a popular candidate, even when they would have preferred a different candidate. And the most profound part of it all, is that you convince yourself that it was you're idea to vote for that candidate all along!Eliothttp://www.blogger.com/profile/14875921305675593074noreply@blogger.com0tag:blogger.com,1999:blog-8186438677133568091.post-2051137279758678372016-01-28T17:22:00.000-08:002016-01-28T17:25:54.285-08:00BigM #47Ok, the IMF just <a href="http://www.imf.org/external/pubs/ft/sdn/2016/sdn1603.pdf">released this great report</a> on crypto and it's just too good not to make a joke out of all of it, so here' goes the terrible 1-slide comic. Somewhere deep in the political apparatus ...<br />
<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjpAnydm-8-OqPZUu6cdbc_RwDwkLpJzZfpLLCXgaxz1ug1pQTqd9YJ8-bS9MyjKLkQsobt_QyrzDB4dT9tb0KTE4POVpHE2OBM_ZVeDyEkaaYynsqX22_eRxUCWSeMe5yW3dFYT0mE8t0/s1600/BigM47.png" imageanchor="1"><img border="0" height="277" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjpAnydm-8-OqPZUu6cdbc_RwDwkLpJzZfpLLCXgaxz1ug1pQTqd9YJ8-bS9MyjKLkQsobt_QyrzDB4dT9tb0KTE4POVpHE2OBM_ZVeDyEkaaYynsqX22_eRxUCWSeMe5yW3dFYT0mE8t0/s400/BigM47.png" width="400" /></a><br />
<br />Eliothttp://www.blogger.com/profile/14875921305675593074noreply@blogger.com0tag:blogger.com,1999:blog-8186438677133568091.post-25533191444997771922016-01-26T16:07:00.001-08:002016-01-26T16:07:37.827-08:00Proof of Stake and Stake by ProxyWith the inevitability of PoS mining on Ethereum, and the possibility that the total number of staked nodes may be limited, it is important to develop alternative approaches to ensure a robust decentralized staking system. We explore one of those alternatives in this post.<br />
<br />
The problem with creating a pool for a Proof of Stake (PoS) system is you're basically giving someone else control over your money, and no one likes that. Instead, of transferring your hard-earned ETH to an individual, we suggest that a smart contract can be used to deployed to enable pooled PoS mining. This will allow a single account / machine to stake for multiple individuals. This is important because currently, there is the possibility that only 16^2 nodes will be allowed to participate in the PoS process. This is alarmingly small compared to the number of nodes mining on the Ethereum chain in the Proof of Work (PoW) system. Smart contracts and stake-by-proxy, however, should provide an answer on how to successfully concentrate staking nodes without severely sacrificing the decentralization process.<br />
<br />
The basic elements of a smart contract to make this type of system work are as follows:<br />
<br />
A smart contract 'A' is setup which holds an array of who has contributed to the pool, and how much, if they want their earnings to be reinvested, and when should their deposit be automatically sent back to them and destaked. There is also a base setting for monthly pool fees, which is deposited into a separate account under the pool owners control. A final value is the pool earnings.<br />
<br />
Pool Owner's Deposit is sent to smart contract 'A'. The pool owner's deposit is used as a 'skin-in-the-game' mechanic, to ensure that if the pool owner is delinquent in their duties of maintaining the server system for the trust, they will loose out just as much as everyone else. The pool owner's deposit can only be refunded once all other
contributers to the pool have been paid (thus if there is a loss, the
pool owner will feel it first). <br />
<br />
Depositors can match the owners deposit, or contribute less, but not more, which ensures that their risks are equal or less to that of the pool owner.<br />
Deposits placed in the contract can be set with a refund date, at which time they will automatically be removed from staking and refunded to the contributing account number. If you follow the axiom of never contribute more to a pool than the pool owner, you should feel fuzzy and warm.<br />
<br />
The pool owner draws upon the pool fee to setup server systems and pay for electricity, internet, and ddos protection etc.. <br />
<br />
At this point, the PoS system needs to support stake-by-proxy. This will enable contract 'A' to stake the funds it contains, but also assign a proxy account 'C' which is controlled by the pool owner, to sign on behalf of contract 'A'. This way, the pool operator can setup their machine, and have it perform the betting required by PoS, while not actually having withdrawal privileges on contract 'B', where all the money is kept.Eliothttp://www.blogger.com/profile/14875921305675593074noreply@blogger.com0tag:blogger.com,1999:blog-8186438677133568091.post-30147801833618347702016-01-14T13:25:00.000-08:002016-01-14T14:42:50.272-08:00From Alchemy to Blockchain <style type="text/css">p { margin-bottom: 0.1in; line-height: 120%; }</style>
<br />
<div style="line-height: 100%; margin-bottom: 0in;">
</div>
<div style="line-height: 100%; margin-bottom: 0in;">
<span style="font-size: small;"><span style="font-family: inherit;">In past generations,
rulers saw that people were easily directed when they were offered a
chunk of material mined from the Earth's core. This meant that rulers
with many of corechunks, could hand them out to people and those
people would do whatever was asked of them. Tasks typically involved
forcibly confiscating life, property, virginity, and other people's
corechunks. </span></span></div>
<div style="line-height: 100%; margin-bottom: 0in;">
<br /></div>
<div style="line-height: 100%; margin-bottom: 0in;">
<span style="font-size: small;"><span style="font-family: inherit;">Now rulers soon
realized what mystical power of these corechunks. To harness more
people to do the ruler's bidding, more corechunks would be required.
Thus the profession of Alchemy was born. The alchemist was tasked
with creating corechunks out of anything, ideally something useless
and easily available. For many years these alchemists tried to create
this magical material, but the Earth would not yield it's secrets to
them. </span></span></div>
<div style="line-height: 100%; margin-bottom: 0in;">
<br /></div>
<div style="line-height: 100%; margin-bottom: 0in;">
<span style="font-size: small;"><span style="font-family: inherit;">It was not until
ages later the that alchemists succeeded in creating something not
quite unlike a corechunk. The item was a special bark derived from
trees and on it was inscribed a magical charm called 'Promise'. The
alchemists believed that the charm worked by making the holder
believe that they would receive a corechunk if they gave the ruler
the enchanted bark. People slowly started accepting bark in lieu of
corechunks. Now the only thing limiting the ruler's power was their
ability to hire alchemists to enchant bark. </span></span></div>
<div style="line-height: 100%; margin-bottom: 0in;">
<br /></div>
<div style="line-height: 100%; margin-bottom: 0in;">
<span style="font-size: small;"><span style="font-family: inherit;">Almost two centuries
after the introduction of enchanted bark, a wise being shared with
the people the secret of the 'Promise' charm. The charm does not work
because of some enchanted in the bark, it works because the people
themselves were imbued innately with essence of 'Trust' which they
were channeling into the bark. With the veil of knowledge lifted for
all to see, it became clear to some that there was no need to use
bark or corechunks. People were free to exchange 'Trust' via whatever
means they chose: on the wind by eagles, or through the ether borne
by spirits, or by a packmule over land. </span></span></div>
<div style="line-height: 100%; margin-bottom: 0in;">
<br /></div>
<div style="line-height: 100%; margin-bottom: 0in;">
<span style="font-size: small;"><span style="font-family: inherit;">And that leads us to
today. The knowledge that 'Trust' exists is the Apocalypse, the great
unveiling of knowledge. While alchemists attempt to reassure people
that 'Promise' is in the enchanted bark, the self-evidence of innate
'Trust' provides a heavy counter claim. Rulers grow uncomfortable as
they realize that harnessing man will become more difficult with each
coming year as more people cast their corechunks and bark aside in
favor of gathering more essence of 'Trust' inside their soul. </span></span></div>
<div style="line-height: 100%; margin-bottom: 0in;">
<br /></div>
<div style="line-height: 100%; margin-bottom: 0in;">
<span style="font-size: small;"><span style="font-family: inherit;">Knowing all this, I
have one question for you. Are you still ensnared by corechunks and
enchanted bark? Or do you believe in that you have the essence of
'Trust' inside of you? </span></span></div>
<div style="line-height: 100%; margin-bottom: 0in;">
<br /></div>
<div style="line-height: 100%; margin-bottom: 0in;">
<br /></div>
<div style="line-height: 100%; margin-bottom: 0in;">
</div>
<div style="line-height: 100%; margin-bottom: 0in;">
</div>
<div style="line-height: 100%; margin-bottom: 0in;">
<span style="font-family: "Trebuchet MS",sans-serif;">Commentary: </span></div>
<div style="line-height: 100%; margin-bottom: 0in;">
<span style="font-family: "Trebuchet MS",sans-serif;">If you have enjoyed
this story and would like me to keep writing in a similar style,
please feel free to send a beer to: </span></div>
<div style="line-height: 100%; margin-bottom: 0in;">
<br /></div>
<div style="line-height: 100%; margin-bottom: 0in;">
</div>
<div style="line-height: 100%; margin-bottom: 0in;">
<span style="font-family: "Trebuchet MS",sans-serif;">BTC:
14eE5cVKyKjzR1Kcu6BGPvBTb7Up4J26YA
</span></div>
<div style="line-height: 100%; margin-bottom: 0in;">
<span style="font-family: "Trebuchet MS",sans-serif;">or
</span></div>
<div style="line-height: 100%; margin-bottom: 0in;">
<span style="font-family: "Trebuchet MS",sans-serif;">Eth:
0x8e61bf5a2e46d15774172781cf100ed0962cbb63 </span></div>
<div style="line-height: 100%; margin-bottom: 0in;">
<br /></div>
<div style="line-height: 100%; margin-bottom: 0in;">
</div>
<div style="line-height: 100%; margin-bottom: 0in;">
<span style="font-family: "Trebuchet MS",sans-serif;">In our story,
corechunks refers to gold and silver. Alchemists refers to a wide
variety of professions from alchemy to economists and central
bankers. Rulers range from the regional warlord to kings and queens
of yesteryear, to the elected officials of today. Enchanted bark is
any type of promissory note or fiat currency. The essence of 'Trust'
is in fact real and it resides inside of you. In this story it is
used as an aphorism for blockchain-based currencies which allow
'Trust' to be exchanged between people without the use of corechunks,
enchanted bark, or any other enchanted objects. Satoshi Nakamoto
appears in this story as the wise being. Apocalypse literally means
the great unveiling of knowledge, not whatever else you think it
means. </span></div>
<div style="line-height: 100%; margin-bottom: 0in;">
<br /></div>
<div style="line-height: 100%; margin-bottom: 0in;">
</div>
<div style="line-height: 100%; margin-bottom: 0in;">
<span style="font-family: "Trebuchet MS",sans-serif;">Disclaimer:
</span></div>
<div style="line-height: 100%; margin-bottom: 0in;">
<span style="font-family: "Trebuchet MS",sans-serif;">Any claims of the
abandonment of corechunks and enchanted bark are vastly exaggerated
because people are lemmings. Bark is the primary means of exchange to
acquire drugs, alcohol, or virgins that haven't read this story.</span><br />
<br />
<span style="font-family: "Trebuchet MS",sans-serif;"><a href="http://creativecommons.org/licenses/by-nc-sa/4.0/" rel="license"><img alt="Creative Commons License" src="https://i.creativecommons.org/l/by-nc-sa/4.0/88x31.png" style="border-width: 0;" /></a><br /><span property="dct:title" xmlns:dct="http://purl.org/dc/terms/">From Alchemy to Bitcoin</span> by <span property="cc:attributionName" xmlns:cc="http://creativecommons.org/ns#">skithuno</span> is licensed under a <a href="http://creativecommons.org/licenses/by-nc-sa/4.0/" rel="license">Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License</a>.<br />Based on a work at <a href="http://spacience.blogspot.com/2016/01/from-alchemy-to-blockchain.html" rel="dct:source" xmlns:dct="http://purl.org/dc/terms/">http://spacience.blogspot.com/2016/01/from-alchemy-to-blockchain.html</a>. </span></div>
Eliothttp://www.blogger.com/profile/14875921305675593074noreply@blogger.com0tag:blogger.com,1999:blog-8186438677133568091.post-9855806859744193922015-12-11T23:06:00.000-08:002015-12-11T23:06:36.241-08:00The Gold Arbitrary Lots has been written about the gold standard, how it was good, how it was bad, it had some fundamental flaws that prevented it from surviging for the long haul. They are as follows:<br />
1) The rate at which one could convert from paper notes to gold was arbitrarily set and reset, based on how much money was printed and how much gold was in the vault of the treasury. As a central bank, you can print as much money as you like, with the caviat that if you print too much, you'll have to change the value at which your currency is pegged to gold.<br />
<br />
2) It's easy to abandon the standard, the central bank just say, "nope, we're not giving out any gold anymore". This was one of the elements that caused the great depression in the US. Since the US was selling agricultural products on the global market, and since several currencies abandoned the gold standard, all of a sudden, the labor in those countries was cheaper than in the US, which still had the standard. This caused US good to be more expensive, and thus less competitive, which lead to massive defaults and economic collapse which ended when the US abandoned the gold standard with FDR.<br />
<br />
3) The treasury can promise the pay the same gold bar to multiple people. This is one element of the bank rush problem. If you have printed paper that is redeamable for gold, but you only have 30% of the gold listed on your paper, over the long run you'll over promise and under deliver when there is peak demand for redemptions, thus causing your currency to collapse and go off the gold standard.<br />
<br />
4) Gold is actually quite annoying to transact in so people preferred to carry around paper notes. Gold doesn't divide easily and it's hard to make online purchases with, so really it was a bad idea to begin with but it was the best that we had at one period in time. This desire not to carry around change and instead carry around instruments that were easier to transact in, lead us to the paper money systems we have today.<br />
<br />
Interestingly enough, gold is still the commonly agreed upon store of value, and thus, human beings have consensus that gold has value. Of all the things that humans disagree upon, we agree that gold has value or can be exchanged for value. Gold has little intrinsic value and yet the consensus gives it massive global value.<br />
<br />
Really the most interesting thing about the gold standard is that it wouldn't have existed if we didn't have a preference to carry around lighter more liquid instruments. If people had never switched from transacting in gold to transacting in paper, we wouldn't have had the issue where the US is plunged into a recession by falling crop prices because the UK decided to abandon their peg to gold.<br />
<br />
Fundamentally, the problem with the standard is that it can be changed arbitrarily at anytime and you as an individual don't have any control over that.Thus it's not really a standard at all, more of an ideal that governments can never achieve because they are constantly trying to spend more money in order to provide more value to their constituents than the last round of politicians.<br />
<br />
If a digital currency could replace gold in the public consensus, and be easily divisible, would we ever need federal reserve notes?Eliothttp://www.blogger.com/profile/14875921305675593074noreply@blogger.com11tag:blogger.com,1999:blog-8186438677133568091.post-1687098138982438182015-11-27T12:32:00.002-08:002016-03-23T15:40:38.671-07:00Ethereum GPU Mining with Ubuntu 14.04 from Scratch_________________<br />
<b>UPDATED 3/20/2016 - qtminer install instructions for pool mining and GPU_SINGLE_ALLOC_PERCENT=100 for 2GB GPUs</b><br />
__________________<br />
<br />
As the codebase developed, we now have a much simpler way to install and run a GPU miner for Ethereum.<br />
<br />
<span style="font-size: x-large;">Install Ubuntu</span><br />
<span style="font-family: "courier new" , "courier" , monospace;"><span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-family: "arial" , "helvetica" , sans-serif;">A quick note here<span style="font-family: "arial" , "helvetica" , sans-serif;"> for n<span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-family: "arial" , "helvetica" , sans-serif;">ewbies<span style="font-family: "arial" , "helvetica" , sans-serif;">, it'll be easier to manage your system in the long run if you install Ubuntu in headless mode. (Headless means it won't output anything to a monitor on bootup<span style="font-family: "arial" , "helvetica" , sans-serif;"> and you'll have to loginto the <span style="font-family: "arial" , "helvetica" , sans-serif;">computer remotely via SSH<span style="font-family: "arial" , "helvetica" , sans-serif;">). </span></span></span></span></span></span></span></span></span></span> <br />
<br />
<span style="font-size: x-large;">Install Graphics Drivers (AMD)</span><span style="font-family: "courier new" , "courier" , monospace;"><span style="font-family: "arial" , "helvetica" , sans-serif;"> </span></span><br />
<span style="font-family: "courier new" , "courier" , monospace;"><span style="font-family: "arial" , "helvetica" , sans-serif;">1) At the command line type: </span></span><br />
<br />
<pre style="background: #f0f0f0; border: 1px dashed #cccccc; color: black; font-family: "arial"; font-size: 12px; height: auto; line-height: 20px; overflow: auto; padding: 0px; text-align: left; width: 99%;"><code style="color: black; word-wrap: normal;"> sudo apt-get -y update
sudo apt-get -y upgrade -f
sudo apt-get install fglrx-updates
sudo amdconfig --adapter=all --initial
</code></pre>
<br />
2) Reboot the machine.<br />
3) You should now be able to see all the video cards installed on your system using the command:<br />
<pre nbsp="" style="background-image: URL(https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEikaSDv-uc-NuSQb3Yr4UkIgNyVdWJk8MUwt5giy9CbH8UI_UHGrkX4lujMUVMqZVW6qgGL-8a6qVt0wns3bhqKKibrlTwVrl1-WVivBVin58-kEdcXTgTUvwUYBLTxY-p6kjoyVuFDt-ok/s320/codebg.gif); background: #f0f0f0; border: 1px dashed #CCCCCC; color: black; font-family: arial; font-size: 12px; height: auto; line-height: 20px; overflow: auto; padding: 0px; text-align: left; width: 99%;"><code style="color: black; word-wrap: normal;"> aticonfig --list-adapters </code></pre>
The item with the star (*) next to it is the default graphics output of the computer. In our case we have set this to the integrated graphics card and we will use the GPUs installed in the PICe slots only for mining.<br />
<div class="separator" style="clear: both; text-align: center;">
</div>
<div class="separator" style="clear: both; text-align: center;">
<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiIa55TjD8dZVHB9FBlutrKr6OlseqH1dZoOSMignd9oTD_XX01Og3RXg6yVbP5ghhbHFHWH1ZYNML17casrI4F31fFVjYQAFx_XhdDKdn0CEwBOejdYLSklmdfr6pvOOD-dGY086Ipw3w/s1600/cropped.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="79" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiIa55TjD8dZVHB9FBlutrKr6OlseqH1dZoOSMignd9oTD_XX01Og3RXg6yVbP5ghhbHFHWH1ZYNML17casrI4F31fFVjYQAFx_XhdDKdn0CEwBOejdYLSklmdfr6pvOOD-dGY086Ipw3w/s320/cropped.jpg" width="320" /></a></div>
<br />
3) Trouble: If you're having trouble getting the system to display anything on the screen after boot, you are probably plugged into the wrong graphics card and you may have to change the defaults in BIOS as well as changing the default card the ubuntu uses for it's output. You can force use of the integrated graphics card by entering the following at the terminal:<br />
<pre nbsp="" style="background-image: URL(https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEikaSDv-uc-NuSQb3Yr4UkIgNyVdWJk8MUwt5giy9CbH8UI_UHGrkX4lujMUVMqZVW6qgGL-8a6qVt0wns3bhqKKibrlTwVrl1-WVivBVin58-kEdcXTgTUvwUYBLTxY-p6kjoyVuFDt-ok/s320/codebg.gif); background: #f0f0f0; border: 1px dashed #CCCCCC; color: black; font-family: arial; font-size: 12px; height: auto; line-height: 20px; overflow: auto; padding: 0px; text-align: left; width: 99%;"><code style="color: black; word-wrap: normal;"> sudo aticonfig --pxl-igpu </code></pre>
<br />
<span style="font-size: x-large;">Install Geth </span><br />
Note: If you have a different wallet software like MIST, you don't need to install geth to mine with a pool (non-solo mining).<br />
1) Make a new directory for the latest version of geth <br />
<pre style="background-image: URL(https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEikaSDv-uc-NuSQb3Yr4UkIgNyVdWJk8MUwt5giy9CbH8UI_UHGrkX4lujMUVMqZVW6qgGL-8a6qVt0wns3bhqKKibrlTwVrl1-WVivBVin58-kEdcXTgTUvwUYBLTxY-p6kjoyVuFDt-ok/s320/codebg.gif); background: #f0f0f0; border: 1px dashed #CCCCCC; color: black; font-family: arial; font-size: 12px; height: auto; line-height: 20px; overflow: auto; padding: 0px; text-align: left; width: 99%;"><code style="color: black; word-wrap: normal;">mkdir go-eth135</code>
cd go-eth135</pre>
<br />
2) Download the master branch for github<br />
<pre style="background-image: URL(https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEikaSDv-uc-NuSQb3Yr4UkIgNyVdWJk8MUwt5giy9CbH8UI_UHGrkX4lujMUVMqZVW6qgGL-8a6qVt0wns3bhqKKibrlTwVrl1-WVivBVin58-kEdcXTgTUvwUYBLTxY-p6kjoyVuFDt-ok/s320/codebg.gif); background: #f0f0f0; border: 1px dashed #CCCCCC; color: black; font-family: arial; font-size: 12px; height: auto; line-height: 20px; overflow: auto; padding: 0px; text-align: left; width: 99%;"><code style="color: black; word-wrap: normal;"></code><code style="color: black; word-wrap: normal;"></code><code style="color: black; word-wrap: normal;">git clone https://github.com/ethereum/go-ethereum</code>
<code style="color: black; word-wrap: normal;">cd go-ethereum</code></pre>
<br />
3) Enable OPENCL and Build<br />
<br />
<pre style="background: #f0f0f0; border: 1px dashed #cccccc; color: black; font-family: "arial"; font-size: 12px; height: auto; line-height: 20px; overflow: auto; padding: 0px; text-align: left; width: 99%;"><code style="color: black; word-wrap: normal;"> export GO_OPENCL=true
export GPU_MAX_ALLOC_PERCENT=100
export GPU_SINGLE_ALLOC_PERCENT=100
make geth
</code></pre>
<br />
4) Make a new coinbase account (where your Ether will be deposited)<br />
<pre nbsp="" style="background-image: URL(https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEikaSDv-uc-NuSQb3Yr4UkIgNyVdWJk8MUwt5giy9CbH8UI_UHGrkX4lujMUVMqZVW6qgGL-8a6qVt0wns3bhqKKibrlTwVrl1-WVivBVin58-kEdcXTgTUvwUYBLTxY-p6kjoyVuFDt-ok/s320/codebg.gif); background: #f0f0f0; border: 1px dashed #CCCCCC; color: black; font-family: arial; font-size: 12px; height: auto; line-height: 20px; overflow: auto; padding: 0px; text-align: left; width: 99%;"><span style="font-family: "courier new" , "courier" , monospace;"><code style="color: black; word-wrap: normal;"> build/bin/geth account new </code></span></pre>
<span style="font-family: "courier new" , "courier" , monospace;">
<br />(enter in a password 2x)</span><br />
<br />
<span style="font-size: x-large;">Install QT Miner</span><span style="font-size: x-large;"><br /></span><br />
We use qt miner as are pool mining software. Several mining pools use qt miner. <br />
1) Download the qtminer software for <a href="http://ethpool.org/downloads/qtminer2.tgz">14.04</a> or <a href="http://ethpool.org/downloads/qtminer_1504.tgz">15.04</a> from <a href="http://ethpool.org/faq">EthPool.org.</a><br />
<br />
<pre style="background: #f0f0f0; border: 1px dashed #cccccc; color: black; font-family: "arial"; font-size: 12px; height: auto; line-height: 20px; overflow: auto; padding: 0px; text-align: left; width: 99%;"><code style="color: black; word-wrap: normal;"> tar zxvf qtminer.tgz
cd ./qtminer
chmod +x qtminer.sh
<mining_pool_ip><your_ethereum_address></your_ethereum_address></mining_pool_ip></code></pre>
<br />
<span style="font-size: x-large;">Start Mining (Solo)</span><br />
1) To start GPU Mining, go back to your go-eth directory <br />
<br />
<pre style="background-image: URL(https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEikaSDv-uc-NuSQb3Yr4UkIgNyVdWJk8MUwt5giy9CbH8UI_UHGrkX4lujMUVMqZVW6qgGL-8a6qVt0wns3bhqKKibrlTwVrl1-WVivBVin58-kEdcXTgTUvwUYBLTxY-p6kjoyVuFDt-ok/s320/codebg.gif); background: #f0f0f0; border: 1px dashed #CCCCCC; color: black; font-family: arial; font-size: 12px; height: auto; line-height: 20px; overflow: auto; padding: 0px; text-align: left; width: 99%;">build/bin/geth -maxpeers '100' -mine -minergpus '0' -autodag console</pre>
<br />
2) Mine with Multiple GPUs<br />
<pre style="background-image: URL(https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEikaSDv-uc-NuSQb3Yr4UkIgNyVdWJk8MUwt5giy9CbH8UI_UHGrkX4lujMUVMqZVW6qgGL-8a6qVt0wns3bhqKKibrlTwVrl1-WVivBVin58-kEdcXTgTUvwUYBLTxY-p6kjoyVuFDt-ok/s320/codebg.gif); background: #f0f0f0; border: 1px dashed #CCCCCC; color: black; font-family: arial; font-size: 12px; height: auto; line-height: 20px; overflow: auto; padding: 0px; text-align: left; width: 99%;">build/bin/geth -maxpeers '100' -mine -minergpus '0,1,2' -autodag console</pre>
<br />
Where '0,1,2' means mine with GPUs zero, one and two. You should change this to list however many GPUs you have. Thus if you have only 2 GPUs and they are devices 2 and 4 you would type : '2,4' instead of '0,1,2'. To see which devices your GPUs are listed as use the command:<br />
<br />
<pre nbsp="" style="background-image: URL(https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEikaSDv-uc-NuSQb3Yr4UkIgNyVdWJk8MUwt5giy9CbH8UI_UHGrkX4lujMUVMqZVW6qgGL-8a6qVt0wns3bhqKKibrlTwVrl1-WVivBVin58-kEdcXTgTUvwUYBLTxY-p6kjoyVuFDt-ok/s320/codebg.gif); background: #f0f0f0; border: 1px dashed #CCCCCC; color: black; font-family: arial; font-size: 12px; height: auto; line-height: 20px; overflow: auto; padding: 0px; text-align: left; width: 99%;"><code style="color: black; word-wrap: normal;">aticonfig --list-adapters </code></pre>
<br />
<b>NOTE: All the rest of the commands are typed inside the go-ethereum console:</b><br />
<br />
3) Ensure your rig is mining to your address<br />
<pre style="background-image: URL(https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEikaSDv-uc-NuSQb3Yr4UkIgNyVdWJk8MUwt5giy9CbH8UI_UHGrkX4lujMUVMqZVW6qgGL-8a6qVt0wns3bhqKKibrlTwVrl1-WVivBVin58-kEdcXTgTUvwUYBLTxY-p6kjoyVuFDt-ok/s320/codebg.gif); background: #f0f0f0; border: 1px dashed #CCCCCC; color: black; font-family: arial; font-size: 12px; height: auto; line-height: 20px; overflow: auto; padding: 0px; text-align: left; width: 99%;"><code style="color: black; word-wrap: normal;">web3.eth.coinbase</code></pre>
(This should be set to the same address that you just created when you made your coinbase account)<br />
If
this returns '0x0' that means you're mining rewards will get sent into a
big black hole. Fix this by typing the following inside the geth java
scrypt console:<br />
<pre nbsp="" style="background-image: URL(https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEikaSDv-uc-NuSQb3Yr4UkIgNyVdWJk8MUwt5giy9CbH8UI_UHGrkX4lujMUVMqZVW6qgGL-8a6qVt0wns3bhqKKibrlTwVrl1-WVivBVin58-kEdcXTgTUvwUYBLTxY-p6kjoyVuFDt-ok/s320/codebg.gif); background: #f0f0f0; border: 1px dashed #CCCCCC; color: black; font-family: arial; font-size: 12px; height: auto; line-height: 20px; overflow: auto; padding: 0px; text-align: left; width: 99%;"><code style="color: black; word-wrap: normal;"> web3.miner.setEtherbase(web3.eth.accounts[0])</code></pre>
<br />
4) Check Profits<br />
<div nbsp="" style="background-image: URL(https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEikaSDv-uc-NuSQb3Yr4UkIgNyVdWJk8MUwt5giy9CbH8UI_UHGrkX4lujMUVMqZVW6qgGL-8a6qVt0wns3bhqKKibrlTwVrl1-WVivBVin58-kEdcXTgTUvwUYBLTxY-p6kjoyVuFDt-ok/s320/codebg.gif); background: #f0f0f0; border: 1px dashed #CCCCCC; color: black; font-family: arial; font-size: 12px; height: auto; line-height: 20px; overflow: auto; padding: 0px; text-align: left; width: 99%;">
web3.fromWei(eth.getBalance(eth.coinbase), "ether")</div>
This will return how much ether you have in your account<br />
<br />
5) Check Hash Rate<br />
<div nbsp="" style="background-image: URL(https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEikaSDv-uc-NuSQb3Yr4UkIgNyVdWJk8MUwt5giy9CbH8UI_UHGrkX4lujMUVMqZVW6qgGL-8a6qVt0wns3bhqKKibrlTwVrl1-WVivBVin58-kEdcXTgTUvwUYBLTxY-p6kjoyVuFDt-ok/s320/codebg.gif); background: #f0f0f0; border: 1px dashed #CCCCCC; color: black; font-family: arial; font-size: 12px; height: auto; line-height: 20px; overflow: auto; padding: 0px; text-align: left; width: 99%;">
miner.hashrate</div>
<br />
<br />
<span style="font-size: x-large;">Start Mining (Pool)</span><br />
1) Mining with ethermine.org, they have several servers throughout the world:<br />
US East : us1.ethermine.org:4444<br />
US West: us2.ethermine.org:4444<br />
Asia : asia1.ethermine.org:4444<br />
Europe : eu1.ethermine.org:4444<br />
<br />
They use a PPLNS 1% fee system. I have used their companion service ethpool.org successfully for months. <br />
<br />
Below, you should replace the address with your own wallet address given to you by geth when you made your account. I mine with US East so to start mining I type the following: <br />
<br />
<div style="background: #f0f0f0; border: 1px dashed #cccccc; color: black; font-family: "arial"; font-size: 12px; height: auto; line-height: 20px; overflow: auto; padding: 0px; text-align: left; width: 99%;">
<code style="color: black; word-wrap: normal;"> ./qtminer.sh -s us1.ethermine.org:4444 -u </code><code style="color: black; word-wrap: normal;">0x8e61bf5a2e46d15774172781cf100ed0962cbb63.rig1 -G
</code></div>
<br />
The command above will attempt to start all your video cards mining. In my
case, this doesn't work because I have an AMD integrated graphics card
as my first device (device '0' in the image below).<br />
<div class="separator" style="clear: both; text-align: center;">
<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiIa55TjD8dZVHB9FBlutrKr6OlseqH1dZoOSMignd9oTD_XX01Og3RXg6yVbP5ghhbHFHWH1ZYNML17casrI4F31fFVjYQAFx_XhdDKdn0CEwBOejdYLSklmdfr6pvOOD-dGY086Ipw3w/s1600/cropped.jpg" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="79" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiIa55TjD8dZVHB9FBlutrKr6OlseqH1dZoOSMignd9oTD_XX01Og3RXg6yVbP5ghhbHFHWH1ZYNML17casrI4F31fFVjYQAFx_XhdDKdn0CEwBOejdYLSklmdfr6pvOOD-dGY086Ipw3w/s320/cropped.jpg" width="320" /></a></div>
<br />
<br />
2) Troubleshooting: If you have a an issue like me where you have an integrated graphics card, that you can't mine on, or you just want to specify the cards to mine on, modify the above qtminer command as follows:<br />
<br />
<div style="background: #f0f0f0; border: 1px dashed #cccccc; color: black; font-family: "arial"; font-size: 12px; height: auto; line-height: 20px; overflow: auto; padding: 0px; text-align: left; width: 99%;">
<code style="color: black; word-wrap: normal;"> ./qtminer.sh -s us1.ethermine.org:4444 -u </code><code style="color: black; word-wrap: normal;"><code style="color: black; word-wrap: normal;"></code><code style="color: black; word-wrap: normal;">0x8e61bf5a2e46d15774172781cf100ed0962cbb63</code>.rig1 -G --opencl-device '1'
</code></div>
<br />
This will start my first device. To start the rest of the non-integrated graphics mining I would then enter the following in separate terminals:<br />
<br />
<div style="background: #f0f0f0; border: 1px dashed #cccccc; color: black; font-family: "arial"; font-size: 12px; height: auto; line-height: 20px; overflow: auto; padding: 0px; text-align: left; width: 99%;">
<code style="color: black; word-wrap: normal;"> ./qtminer.sh -s us1.ethermine.org:4444 -u 0x8e61bf5a2e46d15774172781cf100ed0962cbb63.rig2 -G --opencl-device '2'
</code></div>
<br />
<div style="background: #f0f0f0; border: 1px dashed #cccccc; color: black; font-family: "arial"; font-size: 12px; height: auto; line-height: 20px; overflow: auto; padding: 0px; text-align: left; width: 99%;">
<code style="color: black; word-wrap: normal;"> ./qtminer.sh -s us1.ethermine.org:4444 -u 0x8e61bf5a2e46d15774172781cf100ed0962cbb63.rig3 -G --opencl-device '3'
</code></div>
<br />
<br />
<span style="font-size: x-large;">The End & Other Problems</span><br />
If you have enjoyed this post, please consider sending me a beer!<br />
<br />
Having problems with PCIe Extenders? <a href="http://spacience.blogspot.com/2016/03/fix-it-bible-pcie-1x-to-16x-risers-for.html">Check Here for common solutions</a>.<br />
<br />
Problems with 2GB GPU? Make sure that the following is set before starting qtminer:<br />
<code style="color: black; word-wrap: normal;">
</code>
<br />
<pre style="background: #f0f0f0; border: 1px dashed #cccccc; color: black; font-family: "arial"; font-size: 12px; height: auto; line-height: 20px; overflow: auto; padding: 0px; text-align: left; width: 99%;"><code style="color: black; word-wrap: normal;"> export GPU_MAX_ALLOC_PERCENT=100
export GPU_SINGLE_ALLOC_PERCENT=100
</code></pre>
<br />Eliothttp://www.blogger.com/profile/14875921305675593074noreply@blogger.com60tag:blogger.com,1999:blog-8186438677133568091.post-15521175356026968902015-07-28T15:33:00.000-07:002015-07-28T15:33:24.111-07:00Ethereum Profitability Basics I've heard lots of you asking what does profitability look like for mining Ether and the first thing that comes to my mind is that it depends! Really it depends on the price of Ether, as well as the ratio of your hashing power to the total hashing power of the network. Not to mention, e- costs.<br />
<br />
Now we could go into a whole bunch of mathyness but lets just skip to the pretty pictures and explain them later:<br />
<div class="separator" style="clear: both; text-align: center;">
<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjgVLDqU-VmaFPz-uqnQkRxKlFCsVcoml8ibhvkVRxSGD1bIM46OrbUHb_sxk1bBaMhXZWkC514SHLK_aNHpNqudCdlflyZRkpSNKRjqT1Mox58XHgSLhkFfJCENld3RvbWtaVqojutxBc/s1600/blocks_mined.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="281" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjgVLDqU-VmaFPz-uqnQkRxKlFCsVcoml8ibhvkVRxSGD1bIM46OrbUHb_sxk1bBaMhXZWkC514SHLK_aNHpNqudCdlflyZRkpSNKRjqT1Mox58XHgSLhkFfJCENld3RvbWtaVqojutxBc/s400/blocks_mined.png" width="400" /></a></div>
<div class="separator" style="clear: both; text-align: center;">
<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhQJmZhK2IOjsTTsPwwarb29xjmf5zQ0KfRpMGbMXEHwMH0YmGA9ovorn4v8t-CK9GxO4SHLzeCUqFPMEJoPot9LiIPs18CoIZOgSPXsWxO7mGRXEUCWc9X6b4Iuwm7wPFOWQVduq9QlJI/s1600/eth_earned.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><br /></a></div>
So what we are seeing here is there is a relationship between the network hash rate, your hash rate, and how many blocks you'll be able mine every month.<br />
<br />
Now lets look at how much $ you'll be able to make at this game:<br />
<div class="separator" style="clear: both; text-align: center;">
<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEg_Ig6nn4B5n7eZ3You6WUixcVRFT7CzqyxVEYh-8Pv8cVZ2pZGn1InBPSZzMp66nvAmoSVOupr2sRTsNBhjtf-rkFcUtOphHtzef20s9TVOaSsfTv12NYg0WE4hHuWPPS3R4CoK25azLA/s1600/cash_earned.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="285" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEg_Ig6nn4B5n7eZ3You6WUixcVRFT7CzqyxVEYh-8Pv8cVZ2pZGn1InBPSZzMp66nvAmoSVOupr2sRTsNBhjtf-rkFcUtOphHtzef20s9TVOaSsfTv12NYg0WE4hHuWPPS3R4CoK25azLA/s400/cash_earned.png" width="400" /></a></div>
So here we're assuming that Ether is valued at $1/Ether, and that each time you mine a block you get 5 Ether. Additionally, we assume that it costs $15/20MH/s per month to run your GPU. A month is assumed to be 30 days. Thus a R9 280x that produces around 20MH/s for the whole month will cost around $15 to run (values are reasonable for the United States). Based on these assessments, we can see that there is a huge incentive for GPU miners to pile on the Ethereum train as a single R9 280x card (which produces 20MH/s) could potentially earn you $40/month in profits (or much more, or much less, depending on how fast people pile their GPUs onto the Ether train).<br />
<br />
Now using this graph, we can get an idea of what value of Ether is required to support a given hash rate. Personally, if My R9 280x card, which is burning $15/month in e-, if it's making me $20/month in profits, I'm ok with that. This means it'll also pay for itself in less than a year. Thus, a 1TH/sec, I'll still be mining if Ether is work $1. And, if Ether is worth three times as much, I'll be able to mine until the network hash rate reaches 3GH/s.<br />
<br />
I would roughly expect the hash rate to reflect 1 TH/s per $1 of Ether. So since <a href="http://coinmarketcap.com/currencies/ethercoin/">Ethercoin </a>is currently trading around $3, I would expect that at the Frontier launch we might get as high as 3TH/s mining on the Ethereum network. Network hash rates that exceed the 1 TH/s value of Ether indicate that the community believes Ether will be worth more in the future than it is now, and wold be a bullish indicator.<br />
<br />
Lucky hashing!<br />
-skithuno- Eliothttp://www.blogger.com/profile/14875921305675593074noreply@blogger.com4tag:blogger.com,1999:blog-8186438677133568091.post-11081446260562826142015-05-27T20:57:00.000-07:002015-11-27T12:34:36.566-08:00Ethereum GPU Mining: Ubuntu 14.04 LTS From Scratch<div class="separator" style="clear: both; text-align: center;">
<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEj5bRYgmA_Y21Q00QwjpkOXF_F6j1Lwcrv-JNccf4wzJphyA7-YrfLBbERZcLhIfqbf7c3fLyYLoUY2w2Ne-ySA6HEUSpiZ23Fm7IuTS7nU7v6FhiT4wzjjS22VG00-9giLtnCsBlSfxik/s1600/ethereum.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEj5bRYgmA_Y21Q00QwjpkOXF_F6j1Lwcrv-JNccf4wzJphyA7-YrfLBbERZcLhIfqbf7c3fLyYLoUY2w2Ne-ySA6HEUSpiZ23Fm7IuTS7nU7v6FhiT4wzjjS22VG00-9giLtnCsBlSfxik/s1600/ethereum.jpg" /></a></div>
<br />
<span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-family: "arial" , "helvetica" , sans-serif;">----------------------------</span></span><br />
<span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-family: "arial" , "helvetica" , sans-serif;">11/27/2015</span></span></span><br />
<span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-family: "arial" , "helvetica" , sans-serif;">This guid<span style="font-family: "arial" , "helvetica" , sans-serif;">e is now OUTDATED and has been updated<span style="font-family: "arial" , "helvetica" , sans-serif;">: <a href="http://spacience.blogspot.com/2015/11/gpu-mining-in-ethereum-1404-from-scratch.html">The New Guide</a></span></span> </span> </span> </span><br />
<br />
<span style="font-family: "arial" , "helvetica" , sans-serif;">-----------------------------</span><br />
<span style="font-family: "arial" , "helvetica" , sans-serif;">7/30/2015</span><br />
<span style="font-family: "arial" , "helvetica" , sans-serif;">Updated Multi-GPU commands </span><br />
<span style="font-family: "arial" , "helvetica" , sans-serif;">Updated instructions for building cpp-ethereum </span><br />
<br />
7/29/2015 @ 11:46pm<br />
Added instructions on transitioning from testnet to Frontier. <br />
<span style="font-family: "arial" , "helvetica" , sans-serif;">-----------------------------</span><br />
<br />
<span style="font-family: "arial" , "helvetica" , sans-serif;">I tried for two days to install Ethereum for GPU mining and I was tired of reading the <a href="https://www.ethereum.org/">Ethereum.org</a> posts and getting no where. I'm a novice when it comes to all this collaborative code development so I just needed a simple-stupid guide for me! I've collated everything in one place for those that are running Ubuntu. This works from a clean install of </span><span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-family: "arial" , "helvetica" , sans-serif;">Ubuntu 14.04 LTS</span>. </span><br />
<br />
<span style="font-family: "arial" , "helvetica" , sans-serif;">Note: I found this works best if you don't have your GPU card in while doing the initial Ubuntu install (this caused issues for me as the on-board video and GPU were fighting for monitor control or I was hallucinating). </span><br />
<br />
<h2>
<span style="font-family: "arial" , "helvetica" , sans-serif;">Start Install: </span></h2>
<span style="font-family: "courier new" , "courier" , monospace;"><span style="font-family: "arial" , "helvetica" , sans-serif;">at the command line type: </span></span><br />
<span style="font-family: "courier new" , "courier" , monospace;"></span><br />
<pre nbsp="" style="background-image: URL(https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEikaSDv-uc-NuSQb3Yr4UkIgNyVdWJk8MUwt5giy9CbH8UI_UHGrkX4lujMUVMqZVW6qgGL-8a6qVt0wns3bhqKKibrlTwVrl1-WVivBVin58-kEdcXTgTUvwUYBLTxY-p6kjoyVuFDt-ok/s320/codebg.gif); background: #f0f0f0; border: 1px dashed #CCCCCC; color: black; font-family: arial; font-size: 12px; height: auto; line-height: 20px; overflow: auto; padding: 0px; text-align: left; width: 99%;"><span style="font-family: "courier new" , "courier" , monospace;"><code style="color: black; word-wrap: normal;"> sudo apt-get -y update
sudo apt-get -y upgrade -f </code></span></pre>
<span style="font-family: "courier new" , "courier" , monospace;">
</span><span style="font-family: "arial" , "helvetica" , sans-serif;">go to system& settings>Software&Updates>Updates &click Pre-released updates (trusty proposed)</span><span style="font-family: "arial" , "helvetica" , sans-serif;">shut down the computer</span><br />
<span style="font-family: "arial" , "helvetica" , sans-serif;">install the GPU and GPU power</span><br />
<span style="font-family: "arial" , "helvetica" , sans-serif;">boot up the computer </span><br />
<span style="font-family: "arial" , "helvetica" , sans-serif;">then go to system & settings > Additional Drivers & your GPU should be listed there, select Using video driver fror the AMD graphics accelerators from fglrx-updates (proprietary)</span><br />
<span style="font-family: "arial" , "helvetica" , sans-serif;">apply changes and close</span><br />
<br />
<span style="font-family: "courier new" , "courier" , monospace;"><span style="font-family: "arial" , "helvetica" , sans-serif;">back to the command line:</span> </span><br />
<pre nbsp="" style="background-image: URL(https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEikaSDv-uc-NuSQb3Yr4UkIgNyVdWJk8MUwt5giy9CbH8UI_UHGrkX4lujMUVMqZVW6qgGL-8a6qVt0wns3bhqKKibrlTwVrl1-WVivBVin58-kEdcXTgTUvwUYBLTxY-p6kjoyVuFDt-ok/s320/codebg.gif); background: #f0f0f0; border: 1px dashed #CCCCCC; color: black; font-family: arial; font-size: 12px; height: auto; line-height: 20px; overflow: auto; padding: 0px; text-align: left; width: 99%;"><code style="color: black; word-wrap: normal;"> sudo apt-get -y install git
sudo apt-get -y install software-properties-common
sudo add-apt-repository ppa:ethereum/ethereum
sudo apt-get update
sudo apt-get install -y build-essential libgmp3-dev golang
sudo apt-get -y upgrade
git clone https://github.com/ethereum/go-ethereum
cd go-ethereum </code></pre>
<br />
backup your old key file (if you mined on test net):<br />
<pre nbsp="" style="background-image: URL(https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEikaSDv-uc-NuSQb3Yr4UkIgNyVdWJk8MUwt5giy9CbH8UI_UHGrkX4lujMUVMqZVW6qgGL-8a6qVt0wns3bhqKKibrlTwVrl1-WVivBVin58-kEdcXTgTUvwUYBLTxY-p6kjoyVuFDt-ok/s320/codebg.gif); background: #f0f0f0; border: 1px dashed #CCCCCC; color: black; font-family: arial; font-size: 12px; height: auto; line-height: 20px; overflow: auto; padding: 0px; text-align: left; width: 99%;"><code style="color: black; word-wrap: normal;"> sudo cp -r ~/.ethereum/keystore ~/Desktop/ </code></pre>
<br />
Now lets continue with geth install and get the latest version of geth: <br />
<pre nbsp="" style="background-image: URL(https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEikaSDv-uc-NuSQb3Yr4UkIgNyVdWJk8MUwt5giy9CbH8UI_UHGrkX4lujMUVMqZVW6qgGL-8a6qVt0wns3bhqKKibrlTwVrl1-WVivBVin58-kEdcXTgTUvwUYBLTxY-p6kjoyVuFDt-ok/s320/codebg.gif); background: #f0f0f0; border: 1px dashed #CCCCCC; color: black; font-family: arial; font-size: 12px; height: auto; line-height: 20px; overflow: auto; padding: 0px; text-align: left; width: 99%;"><code style="color: black; word-wrap: normal;"> git checkout master </code></pre>
<br />
<br />
Clear out your old blockchain (only if you've run geth on test net previously)<br />
<pre nbsp="" style="background-image: URL(https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEikaSDv-uc-NuSQb3Yr4UkIgNyVdWJk8MUwt5giy9CbH8UI_UHGrkX4lujMUVMqZVW6qgGL-8a6qVt0wns3bhqKKibrlTwVrl1-WVivBVin58-kEdcXTgTUvwUYBLTxY-p6kjoyVuFDt-ok/s320/codebg.gif); background: #f0f0f0; border: 1px dashed #CCCCCC; color: black; font-family: arial; font-size: 12px; height: auto; line-height: 20px; overflow: auto; padding: 0px; text-align: left; width: 99%;"><code style="color: black; word-wrap: normal;"> sudo rm -r ~/.ethereum/extra/
sudo rm -r ~/.ethereum/state/
sudo rm -r ~/.ethereum/blockchain/ </code></pre>
<br />
<br />
<span style="font-family: "arial" , "helvetica" , sans-serif;">we need to do some last things to setup for Frontier:</span><br />
<code></code><br />
<pre nbsp="" style="background-image: URL(https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEikaSDv-uc-NuSQb3Yr4UkIgNyVdWJk8MUwt5giy9CbH8UI_UHGrkX4lujMUVMqZVW6qgGL-8a6qVt0wns3bhqKKibrlTwVrl1-WVivBVin58-kEdcXTgTUvwUYBLTxY-p6kjoyVuFDt-ok/s320/codebg.gif); background: #f0f0f0; border: 1px dashed #CCCCCC; color: black; font-family: arial; font-size: 12px; height: auto; line-height: 20px; overflow: auto; padding: 0px; text-align: left; width: 99%;"><code><code style="color: black; word-wrap: normal;"><strike> sudo apt-get install curl
cd ~
sudo apt-get install -y python-pip python-dev build-essential
sudo pip install --upgrade pip
sudo pip install --upgrade virtualenv
mkdir genfiles
cd genfiles
curl -O -k https://raw.githubusercontent.com/ethereum/genesis_block_generator/master/mk_genesis_block.py
curl -O -k https://bootstrap.pypa.io/get-pip.py
sudo python get-pip.py
sudo python -m pip install bitcoin
cd ..
cd go-ethereum</strike>
make geth </code></code></pre>
<code>
</code>
<span style="font-family: "courier new" , "courier" , monospace;">(if you throw an error on make geth and you go back and try and fix things, make sure to delete the go-ethereum directory before trying to make geth again (<a href="http://www.reddit.com/r/ethereum/comments/38r6z7/psa_building_the_latest_geth_requires_go_version/">error help me</a>!))</span><br />
<span style="font-family: "courier new" , "courier" , monospace;"></span><br />
<span style="font-family: "courier new" , "courier" , monospace;"></span><br />
<span style="font-family: "courier new" , "courier" , monospace;"><br />now we make a new wallet for Ethereum: </span><br />
<span style="font-family: "courier new" , "courier" , monospace;"></span><br />
<pre nbsp="" style="background-image: URL(https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEikaSDv-uc-NuSQb3Yr4UkIgNyVdWJk8MUwt5giy9CbH8UI_UHGrkX4lujMUVMqZVW6qgGL-8a6qVt0wns3bhqKKibrlTwVrl1-WVivBVin58-kEdcXTgTUvwUYBLTxY-p6kjoyVuFDt-ok/s320/codebg.gif); background: #f0f0f0; border: 1px dashed #CCCCCC; color: black; font-family: arial; font-size: 12px; height: auto; line-height: 20px; overflow: auto; padding: 0px; text-align: left; width: 99%;"><span style="font-family: "courier new" , "courier" , monospace;"><code style="color: black; word-wrap: normal;"> build/bin/geth account new </code></span></pre>
<span style="font-family: "courier new" , "courier" , monospace;">
<br />(enter in a password 2x)</span><br />
<br />
now we'll install ethminer<br />
<br />
<pre nbsp="" style="background-image: URL(https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEikaSDv-uc-NuSQb3Yr4UkIgNyVdWJk8MUwt5giy9CbH8UI_UHGrkX4lujMUVMqZVW6qgGL-8a6qVt0wns3bhqKKibrlTwVrl1-WVivBVin58-kEdcXTgTUvwUYBLTxY-p6kjoyVuFDt-ok/s320/codebg.gif); background: #f0f0f0; border: 1px dashed #CCCCCC; color: black; font-family: arial; font-size: 12px; height: auto; line-height: 20px; overflow: auto; padding: 0px; text-align: left; width: 99%;"><code style="color: black; word-wrap: normal;"> cd ~
sudo apt-get -y install language-pack-en-base
sudo dpkg-reconfigure locales
wget -O - http://llvm.org/apt/llvm-snapshot.gpg.key | sudo apt-key add -
</code><code style="color: black; word-wrap: normal;"><code>sudo add-apt-repository "deb http://llvm.org/apt/trusty/ llvm-toolchain-trusty main"</code>
sudo add-apt-repository ppa:ethereum/ethereum-qt
sudo add-apt-repository ppa:ethereum/ethereum-dev
sudo apt-get -y update
sudo apt-get -y upgrade
</code><code style="color: black; word-wrap: normal;"><code>sudo apt-get -y install build-essential git cmake libboost-all-dev libgmp-dev libleveldb-dev libminiupnpc-dev libreadline-dev libncurses5-dev libcurl4-openssl-dev libcryptopp-dev libjson-rpc-cpp-dev libmicrohttpd-dev libjsoncpp-dev libargtable2-dev llvm-3.8-dev libedit-dev mesa-common-dev ocl-icd-libopencl1 opencl-headers libgoogle-perftools-dev qtbase5-dev qt5-default qtdeclarative5-dev libqt5webkit5-dev libqt5webengine5-dev ocl-icd-dev libv8-dev</code>
git clone https://github.com/ethereum/cpp-ethereum
cd cpp-ethereum
git checkout master
<strike> mkdir build
cd build
cmake .. -DGUI=0 -DETHASHCL=1
make -j2
sudo make install</strike>
sudo apt-get install cpp-ethereum #(Can someone confirm that skipping to this step still works)
cd ~
cd go-ethereum </code></pre>
<br />
<strike>If cmake .. -DGUI=0 -DETHASHCL=1 fails for you, try this variant:</strike><br />
<pre nbsp="" style="background-image: URL(https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEikaSDv-uc-NuSQb3Yr4UkIgNyVdWJk8MUwt5giy9CbH8UI_UHGrkX4lujMUVMqZVW6qgGL-8a6qVt0wns3bhqKKibrlTwVrl1-WVivBVin58-kEdcXTgTUvwUYBLTxY-p6kjoyVuFDt-ok/s320/codebg.gif); background: #f0f0f0; border: 1px dashed #CCCCCC; color: black; font-family: arial; font-size: 12px; height: auto; line-height: 20px; overflow: auto; padding: 0px; text-align: left; width: 99%;"><strike><code style="color: black; word-wrap: normal;"> cmake .. -DGUI=0 -DETHASHCL=1 -DEVMJIT=0 </code></strike></pre>
<br />
<br />
<strike> Once the genesis block is release do this: </strike>(No Longer Required in go-ethereum later than release/1.0.0)<strike><br /></strike><br />
<strike><code></code><br /></strike>
<br />
<pre nbsp="" style="background-image: URL(https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEikaSDv-uc-NuSQb3Yr4UkIgNyVdWJk8MUwt5giy9CbH8UI_UHGrkX4lujMUVMqZVW6qgGL-8a6qVt0wns3bhqKKibrlTwVrl1-WVivBVin58-kEdcXTgTUvwUYBLTxY-p6kjoyVuFDt-ok/s320/codebg.gif); background: #f0f0f0; border: 1px dashed #CCCCCC; color: black; font-family: arial; font-size: 12px; height: auto; line-height: 20px; overflow: auto; padding: 0px; text-align: left; width: 99%;"><strike><code><code style="color: black; word-wrap: normal;"> python ~/genfiles/mk_genesis_block.py --extradata 0x11bbe8db4e347b4e8c937c1c8370e4b5ed33adb3db69cbdb7a38e1e50b1b82fa > genesis_block.json
./build/bin/geth --genesis ~/genfiles/genesis_block.json </code></code></strike></pre>
<br />
<br />
<h2>
<span style="font-family: "arial" , "helvetica" , sans-serif;">Sync with the Network & Benchmark:</span></h2>
<span style="font-family: "arial" , "helvetica" , sans-serif;">at the command line type: </span><br />
<span style="font-family: "courier new" , "courier" , monospace;"><code> </code></span><br />
<code><span style="font-family: "courier new" , "courier" , monospace;"></span></code><br />
<pre nbsp="" style="background-image: URL(https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEikaSDv-uc-NuSQb3Yr4UkIgNyVdWJk8MUwt5giy9CbH8UI_UHGrkX4lujMUVMqZVW6qgGL-8a6qVt0wns3bhqKKibrlTwVrl1-WVivBVin58-kEdcXTgTUvwUYBLTxY-p6kjoyVuFDt-ok/s320/codebg.gif); background: #f0f0f0; border: 1px dashed #CCCCCC; color: black; font-family: arial; font-size: 12px; height: auto; line-height: 20px; overflow: auto; padding: 0px; text-align: left; width: 99%;"><code><span style="font-family: "courier new" , "courier" , monospace;"><code style="color: black; word-wrap: normal;"> cd go-ethereum
build/bin/geth -rpc console </code></span></code></pre>
<code><span style="font-family: "courier new" , "courier" , monospace;">
</span></code>
<span style="font-family: "arial" , "helvetica" , sans-serif;">This will start syncing you up with the network. Once synced (you are only grabbing 1-2 blocks at a time) head back to the command line to benchmark. (Note: </span><span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-family: "arial" , "helvetica" , sans-serif;">Personally I found the results of this benchmarking unreliable. Easier to just skip to the mining part)</span>:</span><br />
<br />
<pre><span style="font-family: "courier new" , "courier" , monospace;"><code>Ctrl + C</code></span></pre>
<pre><span style="font-family: "courier new" , "courier" , monospace;"><code><span style="font-family: "courier new" , "courier" , monospace;"><pre style="background-image: URL(https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEikaSDv-uc-NuSQb3Yr4UkIgNyVdWJk8MUwt5giy9CbH8UI_UHGrkX4lujMUVMqZVW6qgGL-8a6qVt0wns3bhqKKibrlTwVrl1-WVivBVin58-kEdcXTgTUvwUYBLTxY-p6kjoyVuFDt-ok/s320/codebg.gif); background: #f0f0f0; border: 1px dashed #CCCCCC; color: black; font-family: arial; font-size: 12px; height: auto; line-height: 20px; overflow: auto; padding: 0px; text-align: left; width: 99%;"><code style="color: black; word-wrap: normal;"> build/bin/geth --rpccorsdomain localhost 2>> geth.log &
ethminer -G -M --opencl-device 0
tail -f geth.log </code></pre>
</span></code></span><span style="font-family: "courier new" , "courier" , monospace;"><code><span style="font-family: "courier new" , "courier" , monospace;"></span></code></span><span style="font-family: "courier new" , "courier" , monospace;"><code></code></span></pre>
<br />
<span style="font-family: "arial" , "helvetica" , sans-serif;">I initially had some trouble b/c I had an AMD embeded video card and an AMD GPU. Make sure you are targeting the right GPU card by changing the opencl-device # until you find the right card. <a href="http://en.wikipedia.org/wiki/AMD_Radeon_Rx_200_series#Chipset_table"><b>Reference this list</b></a> to see if you are targeting the right card.</span><br />
<br />
<span style="font-family: "arial" , "helvetica" , sans-serif;"> Once your are done benchmarking, post your results <a href="https://forum.ethereum.org/discussion/2134/gpu-mining-is-out-come-and-let-us-know-of-your-bench-scores" target="_blank">here</a>. </span><br />
<br />
<span style="font-family: "arial" , "helvetica" , sans-serif;">Note: benchmarking using the code above causes geth to run in the background and thus if you try mining or running geth again, you might get an errors. Easiest thing to do at this point is close the terminal and open a new one. Or just restart the computer for good measure. Then you should have no problem going on to the mining step. </span><br />
<h2>
<span style="font-family: "arial" , "helvetica" , sans-serif;">Mining:</span></h2>
<span style="font-family: "arial" , "helvetica" , sans-serif;">Now we're done installing and benchmarking, lets start freaking MINING!</span><br />
<br />
<pre><span style="font-family: "courier new" , "courier" , monospace;"><code><span style="font-family: "courier new" , "courier" , monospace;"><pre style="background-image: URL(https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEikaSDv-uc-NuSQb3Yr4UkIgNyVdWJk8MUwt5giy9CbH8UI_UHGrkX4lujMUVMqZVW6qgGL-8a6qVt0wns3bhqKKibrlTwVrl1-WVivBVin58-kEdcXTgTUvwUYBLTxY-p6kjoyVuFDt-ok/s320/codebg.gif); background: #f0f0f0; border: 1px dashed #CCCCCC; color: black; font-family: arial; font-size: 12px; height: auto; line-height: 20px; overflow: auto; padding: 0px; text-align: left; width: 99%;"><code style="color: black; word-wrap: normal;"> build/bin/geth --rpc console </code></pre>
</span></code></span></pre>
<pre><span style="font-family: "courier new" , "courier" , monospace;"><code> </code></span></pre>
<span style="font-family: "arial" , "helvetica" , sans-serif;">I then open up a second terminal and type:</span><br />
<br />
<pre><span style="font-family: "courier new" , "courier" , monospace;"><code><span style="font-family: "courier new" , "courier" , monospace;"><pre style="background-image: URL(https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEikaSDv-uc-NuSQb3Yr4UkIgNyVdWJk8MUwt5giy9CbH8UI_UHGrkX4lujMUVMqZVW6qgGL-8a6qVt0wns3bhqKKibrlTwVrl1-WVivBVin58-kEdcXTgTUvwUYBLTxY-p6kjoyVuFDt-ok/s320/codebg.gif); background: #f0f0f0; border: 1px dashed #CCCCCC; color: black; font-family: arial; font-size: 12px; height: auto; line-height: 20px; overflow: auto; padding: 0px; text-align: left; width: 99%;"><code style="color: black; word-wrap: normal;"> ethminer -G --opencl-device X </code></pre>
</span></code></span></pre>
<span style="font-family: "arial" , "helvetica" , sans-serif;"><br /></span>
<span style="font-family: "arial" , "helvetica" , sans-serif;">Where X is the value given by your benchmarking results. Keep doing the "etheminer -G --opencl-device X", one time for each GPU you have. It will take a few minutes for rpc console to sync up and get ready as well as a few more minutes for the miner to start hashing so be patient.</span><br />
<br />
<span style="font-family: "arial" , "helvetica" , sans-serif;">If you skipped the benchmarking part, at this point you should have a good idea of how fast your machine is mining so go and post the results of your average hashing</span><span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-family: "arial" , "helvetica" , sans-serif;"> <a href="https://forum.ethereum.org/discussion/2134/gpu-mining-is-out-come-and-let-us-know-of-your-bench-scores" target="_blank">here</a>. </span> </span><br />
<span style="font-family: "arial" , "helvetica" , sans-serif;"><br /></span>
<span style="font-family: "arial" , "helvetica" , sans-serif;">If you're experiences errors eith Ethminer at this point check the reference posts below. </span><br />
<br />
<span style="font-family: "arial" , "helvetica" , sans-serif;">Additionally, some GPUs may required an additional typed at the regular command console (not the geth console):</span><br />
<span style="font-family: "arial" , "helvetica" , sans-serif;"></span><br />
<pre nbsp="" style="background-image: URL(https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEikaSDv-uc-NuSQb3Yr4UkIgNyVdWJk8MUwt5giy9CbH8UI_UHGrkX4lujMUVMqZVW6qgGL-8a6qVt0wns3bhqKKibrlTwVrl1-WVivBVin58-kEdcXTgTUvwUYBLTxY-p6kjoyVuFDt-ok/s320/codebg.gif); background: #f0f0f0; border: 1px dashed #CCCCCC; color: black; font-family: arial; font-size: 12px; height: auto; line-height: 20px; overflow: auto; padding: 0px; text-align: left; width: 99%;"><span style="font-family: "arial" , "helvetica" , sans-serif;"><code style="color: black; word-wrap: normal;"> export GPU_MAX_ALLOC_PERCENT=95 </code></span></pre>
<span style="font-family: "arial" , "helvetica" , sans-serif;">
</span><br />
<br />
One last check after you start mining, make sure your coinbase
account (the account where your mining rewards will be deposited) is
set. You can check this by typing the following inside the geth
javascript console:<br />
<pre nbsp="" style="background-image: URL(https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEikaSDv-uc-NuSQb3Yr4UkIgNyVdWJk8MUwt5giy9CbH8UI_UHGrkX4lujMUVMqZVW6qgGL-8a6qVt0wns3bhqKKibrlTwVrl1-WVivBVin58-kEdcXTgTUvwUYBLTxY-p6kjoyVuFDt-ok/s320/codebg.gif); background: #f0f0f0; border: 1px dashed #CCCCCC; color: black; font-family: arial; font-size: 12px; height: auto; line-height: 20px; overflow: auto; padding: 0px; text-align: left; width: 99%;"><code style="color: black; word-wrap: normal;"> web3.eth.coinbase </code></pre>
<br />
If
this returns '0x0' that means you're mining rewards will get sent into a
big black hole. Fix this by typing the following inside the geth java
scrypt console:<br />
<pre nbsp="" style="background-image: URL(https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEikaSDv-uc-NuSQb3Yr4UkIgNyVdWJk8MUwt5giy9CbH8UI_UHGrkX4lujMUVMqZVW6qgGL-8a6qVt0wns3bhqKKibrlTwVrl1-WVivBVin58-kEdcXTgTUvwUYBLTxY-p6kjoyVuFDt-ok/s320/codebg.gif); background: #f0f0f0; border: 1px dashed #CCCCCC; color: black; font-family: arial; font-size: 12px; height: auto; line-height: 20px; overflow: auto; padding: 0px; text-align: left; width: 99%;"><code style="color: black; word-wrap: normal;"> web3.miner.setEtherbase(web3.eth.accounts[0]) </code></pre>
<br />
That will set your mining account to your primary account.<span style="font-family: "arial" , "helvetica" , sans-serif;"> </span>
<br />
<h2>
<span style="font-family: "arial";">Multi-GPU Mining:</span> </h2>
You can mine with multiple cards. Plug them both into your board and turn on geth "build/bin/geth -rpc console". Let the chain sync. <br />
Then pop open a second terminal and type:<br />
<span style="font-family: "courier new" , "courier" , monospace;"></span><br />
<pre nbsp="" style="background-image: URL(https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEikaSDv-uc-NuSQb3Yr4UkIgNyVdWJk8MUwt5giy9CbH8UI_UHGrkX4lujMUVMqZVW6qgGL-8a6qVt0wns3bhqKKibrlTwVrl1-WVivBVin58-kEdcXTgTUvwUYBLTxY-p6kjoyVuFDt-ok/s320/codebg.gif); background: #f0f0f0; border: 1px dashed #CCCCCC; color: black; font-family: arial; font-size: 12px; height: auto; line-height: 20px; overflow: auto; padding: 0px; text-align: left; width: 99%;"><span style="font-family: "courier new" , "courier" , monospace;"><code style="color: black; word-wrap: normal;"> </code></span><span style="font-family: "courier new" , "courier" , monospace;"><code style="color: black; word-wrap: normal;">ethminer -G -t X </code></span></pre>
<span style="font-family: "courier new" , "courier" , monospace;">
</span>where X is the number of GPUs you have to mine on.<br />
Cheers! <br />
<h2>
<span style="font-family: "arial" , "helvetica" , sans-serif;">Updating:</span></h2>
<span style="font-family: "arial" , "helvetica" , sans-serif;">Occasionally you will need to update your copy of geth and cpp by pulling down the latest release from github. You can perform this operation by:</span><br />
<span style="font-family: "courier new" , "courier" , monospace;"></span><br />
<pre nbsp="" style="background-image: URL(https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEikaSDv-uc-NuSQb3Yr4UkIgNyVdWJk8MUwt5giy9CbH8UI_UHGrkX4lujMUVMqZVW6qgGL-8a6qVt0wns3bhqKKibrlTwVrl1-WVivBVin58-kEdcXTgTUvwUYBLTxY-p6kjoyVuFDt-ok/s320/codebg.gif); background: #f0f0f0; border: 1px dashed #CCCCCC; color: black; font-family: arial; font-size: 12px; height: auto; line-height: 20px; overflow: auto; padding: 0px; text-align: left; width: 99%;"><span style="font-family: "courier new" , "courier" , monospace;"><code style="color: black; word-wrap: normal;"> cd go-ethereum
git pull
make geth
cd ..
cd cpp-ethereum
git pull </code></span></pre>
<span style="font-family: "courier new" , "courier" , monospace;">
</span>
<span style="font-family: "arial" , "helvetica" , sans-serif;">After pulling the latest revision of Geth, make sure to rebuild it using "<b>make geth</b>" as shown above. If you don't rebuild it, it causes major long-term problems. On rare occasion, you will need to completely wipe your blockchain and re-download it. Perform that operation as follows</span><br />
<span style="font-family: "courier new" , "courier" , monospace;"></span><br />
<pre nbsp="" style="background-image: URL(https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEikaSDv-uc-NuSQb3Yr4UkIgNyVdWJk8MUwt5giy9CbH8UI_UHGrkX4lujMUVMqZVW6qgGL-8a6qVt0wns3bhqKKibrlTwVrl1-WVivBVin58-kEdcXTgTUvwUYBLTxY-p6kjoyVuFDt-ok/s320/codebg.gif); background: #f0f0f0; border: 1px dashed #CCCCCC; color: black; font-family: arial; font-size: 12px; height: auto; line-height: 20px; overflow: auto; padding: 0px; text-align: left; width: 99%;"><span style="font-family: "courier new" , "courier" , monospace;"><code style="color: black; word-wrap: normal;"> cd go-ethereum
build/bin/geth removedb </code></span></pre>
<span style="font-family: "courier new" , "courier" , monospace;">
</span>
<br />
<h2>
<span style="font-family: "arial" , "helvetica" , sans-serif;">References:</span></h2>
<span style="font-family: "arial" , "helvetica" , sans-serif;">This post was put together by reading the following posts: </span><br />
<span style="font-family: "arial" , "helvetica" , sans-serif;"><code><code><span class="lit"><span style="font-family: "arial" , "helvetica" , sans-serif;"><a href="https://forum.ethereum.org/discussion/197/mining-faq-live-updates">Mining FAQs Live Update</a></span></span></code></code></span><br />
<a href="http://ethereum.gitbooks.io/frontier-guide/content/gpu.html"><span style="font-family: "arial" , "helvetica" , sans-serif;"><code><code><span style="font-family: "arial" , "helvetica" , sans-serif;">Frontier GPU guide </span></code></code></span></a><br />
<span style="font-family: "arial" , "helvetica" , sans-serif;"><code><code><a href="https://forum.ethereum.org/discussion/2134/gpu-mining-is-out-come-and-let-us-know-of-your-bench-scores"><span style="font-family: "arial" , "helvetica" , sans-serif;">Benchmark</span></a></code></code></span><br />
<span style="font-family: "arial" , "helvetica" , sans-serif;"><code><code><span style="font-family: "arial" , "helvetica" , sans-serif;"><a href="https://github.com/ethereum/cpp-ethereum/wiki/Building-on-Ubuntu">Building on Ubuntu</a></span></code></code></span><br />
<span style="font-family: "arial" , "helvetica" , sans-serif;"><code><code><span style="font-family: "arial" , "helvetica" , sans-serif;"><a href="https://blog.ethereum.org/2015/07/27/final-steps/">Final Steps for Frontier</a> </span></code></code></span><br />
<br />
Code formatting brought to you by <a href="http://codeformatter.blogspot.com/">codeformatter</a>.<br />
<code><span style="font-family: "arial" , "helvetica" , sans-serif;"><code><span class="lit"></span></code></span> </code>Eliothttp://www.blogger.com/profile/14875921305675593074noreply@blogger.com65tag:blogger.com,1999:blog-8186438677133568091.post-19723618656691902572015-05-26T09:32:00.001-07:002015-05-26T09:32:10.279-07:00Motherboard ModificationsRecently purchase a new mother board and had an interesting experience where the mounting point for the CPU heat sink was incomplete. There are usually two mounting 'hooks' the hold the heat sink on the CPU and one of them was missing! The other one didn't have any screws. This was partially my fault because I purchased an Open Box from Microcenter.<br />
<br />
As opposed to returning the board or waiting forever for replacements, I went ahead and worked out a solution that required two screws, a hack saw, a coat hanger, and some pliers. Start to finish pictures are shown below:<br />
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEh1X-IPLdcl74cd3J5Jyt2B9bcTCokdpksiLK1PgT2Wc2cm2QS9RLQV5tK0vKhQlsyHQUbtNbyx38KI0C_pF9ezEThJzrFbT1BwI_MFu0MhBJI4qVc2s3ixbxnTBHQKf30S67RWAgF47XM/s1600/2015-05-25+16.16.54.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="240" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEh1X-IPLdcl74cd3J5Jyt2B9bcTCokdpksiLK1PgT2Wc2cm2QS9RLQV5tK0vKhQlsyHQUbtNbyx38KI0C_pF9ezEThJzrFbT1BwI_MFu0MhBJI4qVc2s3ixbxnTBHQKf30S67RWAgF47XM/s320/2015-05-25+16.16.54.jpg" width="320" /> </a></div>
PC board with single mount installed with modified screws I found in the basement. <br />
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEg73sT-rgA7dzdyfLf-mvxsCNml6nfxTGmz-78tvWcuulc3L2uRwUb4MqkOW4ZkERmzNAcKgkiVKwS1cYUa0SV97MmiFPJ1ypfuPXQosQYeoKdtRwh4UYjlSwbCYEMmo9i3_Unr1nEUI84/s1600/2015-05-25+16.38.09.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="240" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEg73sT-rgA7dzdyfLf-mvxsCNml6nfxTGmz-78tvWcuulc3L2uRwUb4MqkOW4ZkERmzNAcKgkiVKwS1cYUa0SV97MmiFPJ1ypfuPXQosQYeoKdtRwh4UYjlSwbCYEMmo9i3_Unr1nEUI84/s320/2015-05-25+16.38.09.jpg" width="320" /></a></div>
Coat hanger strung under board with two ends poking out of holes for other plastic mounting location.<br />
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhLU0O5NefLKgTyyLZ8OJ61-P8mJvBqpiik7WRLHtwuvDTEqGMr5XnrxjBaOTv3Rahr_daGravOGDcTd62YR_MPZMYwNXeFv67G40EXy-M3_mZPLVTdSAgn1gx_OcCBXyGN7G-yFCKuZBk/s1600/2015-05-25+16.56.53.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="240" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhLU0O5NefLKgTyyLZ8OJ61-P8mJvBqpiik7WRLHtwuvDTEqGMr5XnrxjBaOTv3Rahr_daGravOGDcTd62YR_MPZMYwNXeFv67G40EXy-M3_mZPLVTdSAgn1gx_OcCBXyGN7G-yFCKuZBk/s320/2015-05-25+16.56.53.jpg" width="320" /></a></div>
Finished coat hanger pare twisted together and bent sideways to form the 'lip' for the heat sink to grab onto.<br />
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiEoEC1-zJfI1RSh97_Tvmc1VaxSNGr-kSRh66CCBOK4se8Fc44nn88yiooFnrgcC_MX6XP3BVkgM3vsnqMIsiZ574_1nlgcYs9-8WSoL3GbeiMuMu0IuAx_gCInPSIr7WLUA3bLcw9ODo/s1600/2015-05-25+16.56.58.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="240" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiEoEC1-zJfI1RSh97_Tvmc1VaxSNGr-kSRh66CCBOK4se8Fc44nn88yiooFnrgcC_MX6XP3BVkgM3vsnqMIsiZ574_1nlgcYs9-8WSoL3GbeiMuMu0IuAx_gCInPSIr7WLUA3bLcw9ODo/s320/2015-05-25+16.56.58.jpg" width="320" /></a></div>
Side view of the same.Eliothttp://www.blogger.com/profile/14875921305675593074noreply@blogger.com0tag:blogger.com,1999:blog-8186438677133568091.post-89102825463122656532015-01-25T15:20:00.000-08:002015-01-25T15:20:52.911-08:00Federal Government Bets on Bitcoin<br />
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aiGl13OMiheaE+vv344iOs85n9T6byKZ1Q/tF9YOpqT7J0Hj0RltDte2bd2fQe0p/ZkeHQqfveuJ4SV36d1R7A6ThT6VlY6WTpvGtbLvsSFEIqwYVxGnbb49xyLQ4fqD93V15To/jdI65T6X9PsgXryv1OaSrv9+cj5BbB51Qbtq91fbw6z03G+2u97vvb7lXs8za6bbQfiWzxSrdA3qabV7o7HHV/jcffVKrl0glP1Q3+D/gcG9vGRk8JvVwAAAABJRU5ErkJggg==" style="height: 180px; margin-top: 0px; width: 180px;" /></a>In 2014, the IRS released a document outlining how they plan on taxing Bitcoin. The document, titled <a href="http://www.irs.gov/pub/irs-drop/n-14-21.pdf" target="_blank">NOTICE 2014-21</a>, lays out the foundation of their policy with treats Bitcoin like property. Choosing this method of taxation maximizes the revenues the governments receives from Bitcoin miners as long as the price of Bitcoin is rising (relative to USD). We will present a quick example to show the annual tax haul of the federal government in two scenarios, one in which the relative value of BTC to USD is falling, and the other in which BTC to USD is rising.<br />
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<h2>
Scenario 1: Bitcoin loosing value against the dollar </h2>
<a 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" 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" width="320" /></a> <br />
<br />
<br />
Current Regulation:<br />
INCOME TAX + CAP GAINS = $0<br />
<br />
Potential Regulation: <br />
CAP GAINS only =$360<br />
<br />
<br />
<br />
<br />
<h2>
Scenario 2: Bitcoin gaining value against the dollar</h2>
<a href="data:image/png;base64,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" 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" width="320" /></a><br />
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Current Regulation:<br />
INCOME TAX + CAP GAINS = $1,365<br />
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Potential Regulation: <br />
CAP GAINS only =$1,020<br />
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<h2>
</h2>
<h2>
Why Should I Care?</h2>
We all want to know yesterday exactly how Bitcoin is going to be regulated in the US and how it is treated for taxation can indicate if the federal government thinks Bitcoin will survive. In a market where the value of Bitcoin is spiraling down into oblivion, under current tax schemes, the federal government will tax miners basically nothing. However, if Bitcoin goes up in value instead, the taxes are 30% above what they would have been under a capital gains only rule. I think the federal government is on a spending binge and they are looking for revenue anywhere they can find it. And with the current tax regulation, they are betting on Bitcoin going up! Thus, for all the rhetoric about how Bitcoin is bad and helps people do bad things (ie. helping move money from<a href="http://freakonomics.com/2014/04/24/which-came-first-the-chicken-or-the-avocado-a-new-freakonomics-radio-podcast/" target="_blank"> conflict avocado sales</a> south of the border), the federal government wants a slice of that sweet sweet Bitcoin Pie.<br />
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<h3>
Assumptions.</h3>
Single household that has an income tax of 30% (fed+state) & capital gains of (20%), mining produce 0.5 BTC / month and cost 60 USD / month to operate. BTC are all exchanged for USD at the end of the year. Hardware deprecation effects are not included. BTC holds price steady after the end of the year and long term capital gains are applied to sales.Eliothttp://www.blogger.com/profile/14875921305675593074noreply@blogger.com0tag:blogger.com,1999:blog-8186438677133568091.post-23036550610521653002014-10-10T22:37:00.003-07:002014-10-10T22:39:58.300-07:00CFL vs. LED light bulb, Which is less expensive?<h3>
Problem Statement </h3>
As with all optimization problems, determining if you want to buy CFL bulbs to light your home, or the new LED bulbs, is a serious decision. (Especially now that the LED guys got the Nobel Prize!) I'm here to help. I've put together a few graphs of my findings. The long and the short if it is, it depends...<br />
<br />
The total cost of CFL vs. LED is in some way related to the following factors:<br />
<ul>
<li>Initial cost of the bulb ($)</li>
<li>Electricity consumption of the bulb (W/hr) </li>
<li>Average electricity costs in your area (kW/hr)</li>
<li>Return on Investment aka: ROI (%)</li>
<li>The number of bulbs you have in your house (#)</li>
<li>The average number of hours the bulbs are on during the day (hours on/day)</li>
</ul>
All of these variables are combined to come up with a unique profile of your costs. Our approach includes an assessment of the time value of money. To determine to total expenses of both products, we calculate total amount of money spent on the product including initial costs and reoccurring costs, as well as what that money would have been worth if it had been invested rather than spent. I will give you the rundown of a few scenarios.:<br />
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<h3>
Scenario 1</h3>
15 bulbs are installed in a house that are on for an average of 5 hours / day. ROI is 3%. Electricity costs are 0.12$/(kW/hr), 800 Lumen CFL consumes 14W/hr and costs 1.66$ each, 800 Lumen LED consumes 9.5W/hr and costs $9.34 each.<br />
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjycLlDCgNzXbEvju6HCyhH5fc0EZCARxM45md0n8gjsQ1ZbGjgVOrxhwuyUftiBb9sFX6e_N9u7CPH2nf_4cMaRXz4z7e_2OZOe-b5qvs0wqxRo46RwpeHTLBADTbRt8IQ3RTqkai-bxY/s1600/Scenario1.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjycLlDCgNzXbEvju6HCyhH5fc0EZCARxM45md0n8gjsQ1ZbGjgVOrxhwuyUftiBb9sFX6e_N9u7CPH2nf_4cMaRXz4z7e_2OZOe-b5qvs0wqxRo46RwpeHTLBADTbRt8IQ3RTqkai-bxY/s1600/Scenario1.png" height="288" width="400" /></a></div>
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So let's talk about what's happening here. On these graph, higher numbers on the Y axis is bad (we're looking to minimize expenses). CFL beats out the LED option until year 14. However. Those shallow savings are soon wiped in year 15 as the LED bulbs have reached their 25,000 hour rating and must now be replaced. However, after this time, the values steadily diverge yielding a $200 savings after 30 years. That really isn't something to write home about.<br />
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<h3>
Scenario 2</h3>
15 bulbs are installed in a house that are on for an average of 5 hours / day. ROI is 3%. Electricity costs are 0.12$/(kW/hr), 800 Lumen CFL
consumes 14W/hr and costs 1.66$ each, 800 Lumen LED consumes 9.5W/hr and
costs <b>$5.00 each (only change)</b>.<br />
<div class="separator" style="clear: both; text-align: center;">
<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEj462Ovn9plHdUB5SKrJnz9d_MKYzO0Fr87uNd_U23_gkU_2RUL9Nd0IqkQw85wJ0aY0DlozODXV17UrBw2VBTaxS7AVA9WScQX4e9F8Ie185bZPdoDgRLELwyGOxVTtHqqoDQqyQ-t1BA/s1600/Scenario2.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEj462Ovn9plHdUB5SKrJnz9d_MKYzO0Fr87uNd_U23_gkU_2RUL9Nd0IqkQw85wJ0aY0DlozODXV17UrBw2VBTaxS7AVA9WScQX4e9F8Ie185bZPdoDgRLELwyGOxVTtHqqoDQqyQ-t1BA/s1600/Scenario2.png" height="288" width="400" /></a></div>
<br />
This is a much more promising scenario where the price of LED bulbs has fallen by almost 1/2. Here we see it takes 4-5 years to break even and we have relatively steady savings from there on out to 30 years where our total savings is around $500. Not bad but still a long time to wait to save $500!.<br />
<br />
<h3>
Scenario 3</h3>
15 bulbs are installed in a house that are on for an average of 5 hours / day. ROI is 3%. Electricity costs are <b>0.20$/(kW/hr),</b> 800 Lumen CFL
consumes 14W/hr and costs 1.66$ each, 800 Lumen LED consumes 9.5W/hr and
costs <b>$5.00 each</b>.<br />
<br />
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjiTDyBEN7xHiEFYnYI2SWMhhyphenhyphenx5iT2gP_h3Biaf9siyzsQ__8nT5S7e-J_olZ-vaei4ftaXlgLOk_kCa28E2BAxv7n-mei5bIBqISV2dZt6h1pWqEwZTU_5EW-CYenUXCG8e-TvhRJpb4/s1600/Scenario3.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjiTDyBEN7xHiEFYnYI2SWMhhyphenhyphenx5iT2gP_h3Biaf9siyzsQ__8nT5S7e-J_olZ-vaei4ftaXlgLOk_kCa28E2BAxv7n-mei5bIBqISV2dZt6h1pWqEwZTU_5EW-CYenUXCG8e-TvhRJpb4/s1600/Scenario3.png" height="288" width="400" /></a></div>
Here we have a scenario where the price of power has now also increased. This results in a pretty clear winner even in the short term. A $250 savings is realized within 5 years by switching to LED lights and over 30 years, a $2,500 savings is realized.<br />
<br />
<h3>
Conclusions</h3>
There are no simple answers here. It is hard to tell which solution will really save you a significant amount of cash in the near term. You might not want to rip out those CFLs till they burn out. What is clear from these studies is that no one can tell you for sure which one is less expensive unless they take a detailed look at your usage habits. One thing I would not do is just read the back of the package and assume that your usage profile fits theirs. (They are trying to get you to buy that box you're holding remember, so they have an incentive to paint it in a good light.) Any type of simple quick decision in this field is probably going to lead you down the path of spending more money.<br />
<br />
Based on my usage profile, I'm expecting that once the bulbs hit $5.00 I'll slowly replace my CFLs with LEDs. I have to have something to show for 3 hours of work on a Friday :). And it'll insulate me against future price hikes by the electricity suppliers. $10.00 for the LED lights is just too expensive to make it worthwhile.<br />
<br />
I've supplied the spreadsheet that I used for all the graphs included in this posting. I recommend that you check it out and plug in your own numbers. I hope it can help you figure out if CFL or LED is better for your application in less than the three hours it took me to put the analysis together!<br />
<br />
<a href="https://drive.google.com/file/d/0B-UsCtPQyzTKY0o3ZHE2dGxkZkU/view?usp=sharing" target="_blank">Download Spreadsheet from Google Drive</a> <br />
<br />
<br />
<h3>
Notes</h3>
Specs on the bulbs compared in this study can be found here:<br />
<a href="http://www.homedepot.com/p/EcoSmart-60W-Equivalent-Daylight-5000K-Spiral-CFL-Light-Bulb-12-Pack-ESBM8141250K/205487750?N=5yc1vZbmat" target="_blank">CFL</a> & <a href="http://www.homedepot.com/p/Cree-60W-Equivalent-Soft-White-2700K-A19-Dimmable-LED-Light-Bulb-BA19-08027OMF-12DE26-2U100/204592770?N=5yc1vZbm79" target="_blank">LED</a> <br />
<br />
<h3>
Disclosures</h3>
I am in no way affiliated with any light bulb manufacturers and I don't own any stock in them either and I have only purchased CFL bulbs in the last 5 years.Eliothttp://www.blogger.com/profile/14875921305675593074noreply@blogger.com1tag:blogger.com,1999:blog-8186438677133568091.post-51860482753151982082012-03-04T15:45:00.000-08:002012-03-04T15:51:15.850-08:00If Statement in MatlabHow to do a double if statement in Matlab (have a process execute under 2 or more conditions): <br />
<br />
<textarea cols="35" rows="3">
IF Test1<Value && Value<Test2
example=1+2
end
</textarea>
<br />
Matlab 2011a (and other versions) is tricky program to code correctly. Sometimes you think you are doing everything right and you are not getting any warning messages but things are still broken. It is easy to do this with the IF statement. Recently I coded up a double or compound if statement and I thought it was working properly. I had the script:
<br />
<textarea cols="35" rows="3">
if Test1<Value<Test2
example=1+2
end
</textarea>
<br />
However, Matlab 2011a will not check the second condition! Furthermore, it won't tell you there is a problem. The correct way to code this up to make sure both conditions are checked is to either brute force the problem by building in two if statements:
<br />
<textarea cols="35" rows="5">
if Test1<Value
if Value<test2
example=1+2
end
end
</textarea>
<br />
Or the more refined version, use the && operator to make sure both conditions are evaluated:
<br />
<textarea cols="35" rows="3">
IF Test1<Value && Value<Test2
example=1+2
end
</textarea>
<br />
Read more on <a href="http://www.mathworks.com/help/techdoc/ref/if.html">IF statements at Matlab documentation site</a>.<br />
<br />
Happy Coding<br />
-LáscalEliothttp://www.blogger.com/profile/14875921305675593074noreply@blogger.com0