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	<description>A Critical Look at Hardware-Accelerated Computing</description>
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		<title>Tilera &#8211; Let Loose the Press Releases!</title>
		<link>http://theaccelerator.wordpress.com/2007/08/21/tilera-let-loose-the-press-releases/</link>
		<comments>http://theaccelerator.wordpress.com/2007/08/21/tilera-let-loose-the-press-releases/#comments</comments>
		<pubDate>Tue, 21 Aug 2007 13:28:42 +0000</pubDate>
		<dc:creator>Raoul Duke</dc:creator>
				<category><![CDATA[New Architectures]]></category>

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		<description><![CDATA[There&#8217;s been so much being said about Tilera over the last couple of days. Almost None of it dealt with the juicy facts we would like to hear. I&#8217;ve been doing some digging and managed to find out some details about the company. Before I get on to that though, I&#8217;ll do an in-depth review [...]<img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=theaccelerator.wordpress.com&amp;blog=1531699&amp;post=9&amp;subd=theaccelerator&amp;ref=&amp;feed=1" width="1" height="1" />]]></description>
			<content:encoded><![CDATA[<p>There&#8217;s been <em>so </em>much being said about <a href="http://www.hpcwire.com/hpc/1736472.html">Tilera</a> over the last couple of days. Almost <em>None </em>of it dealt with the juicy facts we would like to hear. I&#8217;ve been doing some digging and managed to find out some details about the company. Before I get on to that though, I&#8217;ll do an in-depth review of the architecture:</p>
<p>It&#8217;s a <a href="http://www.tilera.com/products/processors.php">homogeneous array of lightweight microprocessor cores</a> with nearest neighbor interconnect. Oh, and a great programming environment too. <a href="http://129.215.96.3:1234/~chrb/papers/raw.pdf">Probably</a>. And customers are begging for it. Oh god they are, why I heard that when they announced the chip was shipping, a crowd surrounded Tilera HQ in Menlo Park. The staff had to lock themselves in while desperate purchasers clawed at windows and doors until their fingers bled. They were chanting slogans like &#8220;The microprocessor is the new transistor!&#8221;, &#8220;Double our cores!&#8221; and &#8220;Freebird!&#8221;. They say a travelling salesman in Texas gave his teenage daughter in exchange for just ten of these wonderful devices.</p>
<p>Hmm&#8230; Enough of that craziness, let&#8217;s get down to brass tacks:</p>
<p>This <a href="http://venturebeat.com/2007/08/20/tilera-with-new-64-core-chip-for-networking-has-40m-in-backing/#more-25328">article</a> tells us that Tilera have $40m in funding. From <a href="http://www.silicontap.com/tilera_finds_funding/s-0007095.html">this press release</a> and <a href="http://eetimes.eu/design/showArticle.jhtml?articleID=197800038&amp;printable=true">this one</a>, we learn that Tilera have managed to round up virtually all of this $40m in the last eight months. It seems though that they got <em>some </em>money in 2004.</p>
<p>Rob Chandra, a managing partner at &#8220;Bessemer Venture Partners&#8221;, invested in 2004, juding by what&#8217;s <a href="http://www.bvp.com/Portfolio/Default.aspx?cid=330">here</a>. I guess this must&#8217;ve been the funding they used just to <em>get </em>funding.</p>
<p>Columbia Capital apparently led the Series B financing, that&#8217;s the most recent one that landed them $20m.</p>
<p>The archicture comes from <a href="http://www.ele.uri.edu/barc2006/talks/skp/skp-1-talk-barc2006-AgarwalA.pdf">RAW</a> processor work done at MIT starting over a decade ago.</p>
<p>So what you have is a ten-year old academic project to which $40m, eight months and a marketing team have been added.</p>
<p>My questions to you regarding Tilera are these:</p>
<ul>
<li>Do you believe that a start-up company with $40m can get to where they claim to be in eight months?</li>
<li>Do you believe that a startup can emerge with an architecture that has never been proven in battle and succeed, using only a $40m war chest?</li>
<li>How much of this $40m do you think is being spent on marketing, given the hype that is being generated?</li>
<li>Do you believe that this company has been able to develop a massively-multicore software development environment that is robust and productive, when that is generally recognised to be the <em>grand challenge</em> of our age?</li>
<li>Do you think it might be possible that the investors are hoping to pump Tilera up, then transfer ownership to the smal investor via an IPO, <em>à la <a href="http://theaccelerator.wordpress.com/2007/08/16/mathstar-wobbling-the-end-isnt-nigh-though/">Mathstar?</a></em></li>
</ul>
<p>I mean, I know that TSMC, Tilera&#8217;s fab, are involved in the investment somewhere along the line, so that might lead to a saving in fab costs. But can you even fab a chip for $40m these days, never mind run a company <em>and </em>fab a chip? Barry West of AMI semiconductor says</p>
<p><em>Estimates for the total cost of developing a complex 90nm ASIC are between $20-$30 million. </em></p>
<p>And they could be expected to be higher for a 65nm process! So they&#8217;ve just about got the money to squeeze out a chip, but what about all their other expenses. What about software development?</p>
<p>To cut a long story short, Tilera are selling us a very implausible tale. It&#8217;s too early to conclude of course. Nevertheless, if I were a betting man (and the Lord knows I am) I would bet on Tilera&#8217;s eventual failure.</p>
<p>Update:</p>
<p>It wouldn&#8217;t be easy to disagree with the points Joe from scalability makes <a href="http://scalability.org/?p=382">here</a>. He&#8217;s right that not being IA isn&#8217;t as critical in Tilera&#8217;s targeted markets.</p>
<p>There&#8217;s a bit more information <a href="http://www.channelregister.com/2007/08/20/tilera_tile64_chip/">here</a>:</p>
<p>According to this there are presently 10 customers.</p>
<p>On the subject of the funding, I think it was noted with surprise how soon it was after series A funding that they secured series B funding, something like a month. Anyway, I&#8217;m working from press releases here, so if anyone knows more, then please share <img src='http://s0.wp.com/wp-includes/images/smilies/icon_smile.gif' alt=':-)' class='wp-smiley' /> </p>
<p>I&#8217;ll hold my tongue for now though till I see more new information</p>
<p>Update:</p>
<p>This <a href="http://arstechnica.com/articles/paedia/cpu/MIT-startup-raises-multicore-bar-with-new-64-core-CPU.ars">article</a> from Jon Stokes at arstechnica is a good overview, highlighting the fact that the chips are 90nm.</p>
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		<slash:comments>6</slash:comments>
	
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			<media:title type="html">Raoul Duke</media:title>
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		<title>The Cell Processor &#8211; Where&#8217;s The Beef?</title>
		<link>http://theaccelerator.wordpress.com/2007/08/17/the-cell-processor-wheres-the-beef/</link>
		<comments>http://theaccelerator.wordpress.com/2007/08/17/the-cell-processor-wheres-the-beef/#comments</comments>
		<pubDate>Fri, 17 Aug 2007 13:58:47 +0000</pubDate>
		<dc:creator>Raoul Duke</dc:creator>
				<category><![CDATA[The Cell]]></category>

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		<description><![CDATA[The amount of hot air blowing about on the subject of the Cell Processor is incredible. To echo Walter Mondale: &#8220;Where&#8217;s the Beef?&#8221; (As an aside, that&#8217;s got to be one of my favorite Simpsons quotes, one where Homer suddenly has a deep and inexplicable knowedge of the ins and outs of the 1984 democratic [...]<img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=theaccelerator.wordpress.com&amp;blog=1531699&amp;post=6&amp;subd=theaccelerator&amp;ref=&amp;feed=1" width="1" height="1" />]]></description>
			<content:encoded><![CDATA[<p>The amount of hot air blowing about on the subject of the Cell Processor is incredible. To echo <a href="http://en.wikipedia.org/wiki/Where%27s_the_beef">Walter Mondale</a>: &#8220;Where&#8217;s the Beef?&#8221;</p>
<p>(As an aside, that&#8217;s got to be one of my favorite Simpsons quotes, one where Homer suddenly has a deep and inexplicable knowedge of the ins and outs of the 1984 democratic primaries:</p>
<p><strong>Marge: </strong>I saved this newspaper from the day Lisa was born.<br />
<strong>Lisa: </strong>&#8220;Mondale to Hart: [<em>confused</em>] Where&#8217;s the beef?&#8221;<br />
<strong>Bart: </strong>&#8220;Where&#8217;s the beef?&#8221;  What the hell that&#8217;s supposed to mean?<br />
<strong>Homer: </strong>Heh heh heh heh heh.  &#8220;Where&#8217;s the beef&#8221;&#8230;No wonder he won<br />
Minnesota.</p>
<p>)</p>
<p>OK, so the Cell Processor is in the Playstation 3. We all know that.</p>
<p>OK, so the Los Alamos&#8217; <a href="http://en.wikipedia.org/wiki/IBM_Roadrunner">Roadrunner</a> supercomputer was announced as the first cell-accelerated supercomputer. A lot of us will know that. A question for anyone out there though: Where are the double-precision SPE cell processors at? Because they sure as hell aren&#8217;t in the <a href="http://www.lanl.gov/roadrunner/">real system</a> yet. By real system, I mean the one that exists in the data center, and not in press releases. You&#8217;ll notice that they&#8217;ve not yet passed through the ominous-sounding &#8220;Phase 2&#8243;.<em> Phase 2 is a technology refresh and assessment of the final system. </em>So by the sounds of it, despite the press releases, they&#8217;re still not committed to having Cells in the final system at all.</p>
<p>So despite all the hype, I want to ask the cell: <a href="http://en.wikipedia.org/wiki/What_Have_You_Done_For_Me_Lately">what have you done for me lately</a>? What is really going on, and is anyone <em>really</em> doing anything with this thing. I mean, <em>really. </em>At this point I&#8217;d like to invite PS3 fanboys <em>not</em> to comment. Your comments will not appear. No-one wants to hear about <a href="http://folding.stanford.edu/FAQ-PS3.html">Folding @ Home.</a> I&#8217;m not about to try to argue on the merits or otherwise of the Cell&#8217;s compute architecture, or its performance potential. I want to axe you this: <em>Is it viable commercially?</em></p>
<p>If you want to use a cell processor for accelerated computing you have two options:</p>
<p>1.  Muck around with a PS3, or</p>
<p>2. Buy a proper cell compute board from <a href="http://www.mc.com/products/productdetail.aspx?id=2664&amp;ProductTypeFolder=56">Mercury/IBM. </a></p>
<p>1. is fine if all you want to do is evaluate the technology, but it&#8217;s not going to do the job for any system that has serious memory capacity, bandwidth, latency needs.</p>
<p><em>So</em>, if you&#8217;re doing serious compute work with Cell, you&#8217;ll need to get one of Mercury/IBM products. Mercury have a couple of Bladecenter blades and a PCI Express compute card. IBM have the <a href="http://www-03.ibm.com/technology/splash/qs20/">Qs20</a> blade. The obvious similarities to the Mercury stuff, this <a href="http://www.yellowdog-board.com/viewtopic.php?p=5989&amp;sid=7b6bf2c934facd0353ce0b746f04668c">press release</a> and this <a href="http://www.yellowdog-board.com/viewtopic.php?p=5989&amp;sid=7b6bf2c934facd0353ce0b746f04668c">forum post</a> lead me to the conclusion that <em>all </em>non-PS3 products using the cell on the market are being sold by Mercury (though IBM may be taking a share in some revenues).</p>
<p>Now, I haven&#8217;t even bothered to try fishing through IBMs SEC filings to try to find the Cell revenues.  I don&#8217;t think I&#8217;ll find them, big companies don&#8217;t work that way. They don&#8217;t <em>have to</em> go into that level of detail, so they usually don&#8217;t.</p>
<p>Mercury on the other hand have been surprisingly candid in their latest <a href="http://moneycentral.msn.com/investor/sec/filing.asp?Symbol=MRCY">10-Q</a>. Fishing through it I&#8217;ve pulled out Cell revenues and R&amp;D costs for the quarter ended March 31st 2007. Because Cell revenues made up 10% of revenues, I&#8217;m assuming that they also made up 10% of revenue cost and operating expenses for which no specific &#8220;Cell&#8221; references were made in the 10-Q. I think this is fair, if anything it might well put costs and expenses lower than they are in reality. So for  the cell, for the quarter ended March 31st 2007, we have:</p>
<p>Revenues: $5.6m</p>
<p>Cost of Revenues: $2.5m (est&#8217;d)</p>
<p>Gross Profit:  $3.1m</p>
<p>Operating Expenses:</p>
<p>Selling, General &amp; Administrative: $2.1m (est&#8217;d)</p>
<p>R&amp;D: $5.3m</p>
<p>Other Costs: $0.2m</p>
<p>Net Profit: -$4.5m</p>
<p>So if my logic holds, <em>all</em> general-purpose cell processor revenues, outside of PS3 sales added up to little more than a measly $5.6m, and those revenues led to a whopping $4.5m loss.</p>
<p>I can&#8217;t split the figures for the cell out because they&#8217;ve not filed the 10-Q yet, but the bottom-line results for the most <a href="http://www.rttnews.com/sp/breakingnews.asp?date=07/26/2007&amp;item=229&amp;vid=0">recent quarter,</a>  show that things haven&#8217;t improved at Mercury in the last quarter.</p>
<p>So, if the Cell is all that, then why aren&#8217;t Mercury making money from it?</p>
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		<slash:comments>1</slash:comments>
	
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			<media:title type="html">Raoul Duke</media:title>
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		<title>The Transputer&#8217;s Legacy</title>
		<link>http://theaccelerator.wordpress.com/2007/08/17/the-transputers-legacy/</link>
		<comments>http://theaccelerator.wordpress.com/2007/08/17/the-transputers-legacy/#comments</comments>
		<pubDate>Fri, 17 Aug 2007 11:48:26 +0000</pubDate>
		<dc:creator>Raoul Duke</dc:creator>
				<category><![CDATA[History]]></category>

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		<description><![CDATA[This piece is great. It tells a lot more of INMOS&#8217;s story than you&#8217;ll get from their wikipedia page. I&#8217;m too young to remember the transputer from the first time around, but a lot of the old salts will tend to get all wistful, and stare into the distance when they recall the transputer. It [...]<img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=theaccelerator.wordpress.com&amp;blog=1531699&amp;post=5&amp;subd=theaccelerator&amp;ref=&amp;feed=1" width="1" height="1" />]]></description>
			<content:encoded><![CDATA[<p>This <a href="http://www.cieonline.co.uk/cie2/articlen.asp?pid=1674&amp;id=17748">piece</a> is great. It tells a lot more of INMOS&#8217;s story than you&#8217;ll get from their <a href="http://en.wikipedia.org/wiki/INMOS">wikipedia page</a>.</p>
<p>I&#8217;m too young to remember the transputer from the first time around, but a lot of the old salts will tend to get all wistful, and stare into the distance when they recall the transputer. It was the great <em>almost was  </em>in<em> </em>the accelerated computing days of yore. That was before microprocessors started evolving towards being superscalar and out-of-order, and the transputer was crushed.</p>
<p>I think the thing about the Transputer and INMOS is that it shows how this industry is different from many others. A computing company can go off like a firework, and be a complete financial disaster, but still leave big marks on the landscape. INMOS&#8217;s failure sowed the seeds for much more activity, and so from a wider perspective their failure benefited the industry as a whole. A noble failure.</p>
<p>Transputer architect David May&#8217;s latest venture is <a href="http://xmos.com/technology.html">XMOS</a>. It&#8217;s tempting to view the proposed technology as an answer to a question nobody asked. Will this company contribute anything to the tech economy, or generate a <a href="http://xmos.com/technology.html">meme</a> or two like INMOS did? Or will it be another <a href="http://theaccelerator.wordpress.com/2007/08/16/mathstar-wobbling-the-end-isnt-nigh-though/">Mathstar</a>?</p>
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			<media:title type="html">Raoul Duke</media:title>
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		<title>Mathstar Wobbling &#8211; The End Isn&#8217;t Nigh Though</title>
		<link>http://theaccelerator.wordpress.com/2007/08/16/mathstar-wobbling-the-end-isnt-nigh-though/</link>
		<comments>http://theaccelerator.wordpress.com/2007/08/16/mathstar-wobbling-the-end-isnt-nigh-though/#comments</comments>
		<pubDate>Thu, 16 Aug 2007 11:02:52 +0000</pubDate>
		<dc:creator>Raoul Duke</dc:creator>
				<category><![CDATA[Doomed Architectures]]></category>

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		<description><![CDATA[Mathstar. I presume you&#8217;ve heard of them, otherwise why would you be on a blog post that discussed them? They claim to be the FPOA leader. Imagine that, the FPOA leaders! That&#8217;s because no-one else is stupid enough to invest their money and careers in such a feeble idea. These guys have gone to the [...]<img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=theaccelerator.wordpress.com&amp;blog=1531699&amp;post=3&amp;subd=theaccelerator&amp;ref=&amp;feed=1" width="1" height="1" />]]></description>
			<content:encoded><![CDATA[<p><a href="http://www.mathstar.com/">Mathstar</a>.</p>
<p>I presume you&#8217;ve heard of them, otherwise why would you be on a blog post that discussed them?</p>
<p>They claim to be the FPOA leader. Imagine that, the FPOA leaders! That&#8217;s because no-one else is stupid enough to invest their money and careers in such a feeble idea.</p>
<p>These guys have gone to the market now and got tens of millions of dollars more than once with the most water-headed concept I&#8217;ve ever seen:</p>
<p>They think they can dislodge the multi-billion dollar FPGA industry by pulling some half-baked architecture out of their asses with no programming model worth speaking of.</p>
<p>The Mathstar people don&#8217;t annoy me, they&#8217;ve maybe even done a noble thing by putting their careers on the line for an idea.</p>
<p>The investors annoy me a little more, because they seem to have money to throw away at a stupid idea.</p>
<p>What annoys me most though is the number of times people in the industry, who should know better, talk about the Mathstar devices as if they are actually part of the hardware acceleration landscape.</p>
<p>They&#8217;re not. They are a joke sideshow that no-one has bought in any serious numbers. It is a zombie architecture, and people are only talking about it because of the millions being spent on little adverts all over the interweb.</p>
<p>Check out their <a href="http://finance.google.com/finance?q=NASDAQ:MATH">share price and revenues</a> here. The share price is on a constant downer, and the revenues are just noise hovering above zero. The emperor has no clothes! Will this architecture just die already!</p>
<p>The thing is that it won&#8217;t though. They&#8217;ve got a reasonable amount of cash in the bank. Maybe enough to update their architecture, but then again maybe not. If not, then we can expect them to spend it all on marketing their terrible device, The Arrix. With $30 million dollars this could go on for years.</p>
<p>They&#8217;re doomed in the end though. Doomed.</p>
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