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	<title>BioTeam &#187; storage</title>
	<atom:link href="http://bioteam.net/tag/storage/feed/" rel="self" type="application/rss+xml" />
	<link>http://bioteam.net</link>
	<description>Enabling Science</description>
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		<title>Intel Managing Big Data Event &#8211; Slides</title>
		<link>http://bioteam.net/2012/09/intel-managing-big-data-event-slides/</link>
		<comments>http://bioteam.net/2012/09/intel-managing-big-data-event-slides/#comments</comments>
		<pubDate>Wed, 19 Sep 2012 23:00:27 +0000</pubDate>
		<dc:creator>ari</dc:creator>
				<category><![CDATA[Employee Posts]]></category>
		<category><![CDATA[Featured]]></category>
		<category><![CDATA[Presentations]]></category>
		<category><![CDATA[big data]]></category>
		<category><![CDATA[Broad Institute]]></category>
		<category><![CDATA[featured]]></category>
		<category><![CDATA[Intel]]></category>
		<category><![CDATA[MiniLIMS]]></category>
		<category><![CDATA[next-gen sequencing]]></category>
		<category><![CDATA[post-wide]]></category>
		<category><![CDATA[storage]]></category>
		<category><![CDATA[storage infrastructure]]></category>

		<guid isPermaLink="false">http://bioteam.net/?p=1768</guid>
		<description><![CDATA[I&#8217;ve posted my slides from a Big Data event hosted by Intel on Sept 6th, 2012. Intel hosted a seminar series event at the Broad Institute in Cambridge, MA on 9/6/2012. The topic was Managing Big Data in Life Sciences and Healthcare, a critically important topic in life sciences at the moment. I was invited to [...]]]></description>
				<content:encoded><![CDATA[<p>I&#8217;ve posted my slides from a Big Data event hosted by Intel on Sept 6th, 2012.</p>
<p><span id="more-1768"></span></p>
<p><a title="Intel" href="http://www.intel.com">Intel</a> hosted a seminar series event at the <a href="http://www.broadinstitute.org/">Broad Institute</a> in Cambridge, MA on 9/6/2012. The topic was <strong>Managing Big Data in Life Sciences and Healthcare</strong>, a critically important topic in life sciences at the moment. I was invited to give a talk about how BioTeam sees the state of the art and how we approach the management of this expansive sea of data. Since we see an incredibly broad range of implementations of data management solutions, my presentation covered the 10,000ft overview of how I see the state of big data storage and the new challenges that are being faced. Since we often approach data management issues by implementing our own MiniLIMS software, I demonstrated how a system like MiniLIMS can help manage sprawling file systems from a research perspective.</p>
<p>&nbsp;</p>
<p>My slides can be viewed below. If you can&#8217;t see the embedded presentation, please follow this link to SlideShare: <a title="http://www.slideshare.net/arieberman/ari-berman-intel-big-data-seminar-962012" href="http://www.slideshare.net/arieberman/ari-berman-intel-big-data-seminar-962012">http://www.slideshare.net/arieberman/ari-berman-intel-big-data-seminar-962012</a>.</p>
<p><iframe style="border: 1px solid #CCC; border-width: 1px 1px 0; margin-bottom: 5px;" src="http://www.slideshare.net/slideshow/embed_code/14350293" frameborder="0" marginwidth="0" marginheight="0" scrolling="no" width="427" height="356"></iframe></p>
<div style="margin-bottom: 5px;"><strong> <a title="Ari Berman - Intel Big Data Seminar 9/6/2012" href="http://www.slideshare.net/arieberman/ari-berman-intel-big-data-seminar-962012" target="_blank">Ari Berman &#8211; Intel Big Data Seminar 9/6/2012</a> </strong> from <strong><a href="http://www.slideshare.net/arieberman" target="_blank">arieberman</a></strong></div>
<p>&nbsp;</p>
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		<item>
		<title>High Speed Data Transfer</title>
		<link>http://bioteam.net/2012/04/high-speed-data-transfer/</link>
		<comments>http://bioteam.net/2012/04/high-speed-data-transfer/#comments</comments>
		<pubDate>Tue, 03 Apr 2012 16:44:19 +0000</pubDate>
		<dc:creator>cdwan</dc:creator>
				<category><![CDATA[Employee Posts]]></category>
		<category><![CDATA[Presentations]]></category>
		<category><![CDATA[Screencasts]]></category>
		<category><![CDATA[aws]]></category>
		<category><![CDATA[cloud]]></category>
		<category><![CDATA[data movement]]></category>
		<category><![CDATA[ec2]]></category>
		<category><![CDATA[ngs]]></category>
		<category><![CDATA[storage]]></category>

		<guid isPermaLink="false">http://bioteam.net/?p=1733</guid>
		<description><![CDATA[I recently had the opportunity to present a brief overview of some of the work that BioTeam has been doing with the New York Genome Center.  The format was a &#8220;webinar,&#8221; sponsored by Aspera and hosted by Bio-IT World.   I spoke briefly about the data motion needs of the center.  The most interesting piece to me [...]]]></description>
				<content:encoded><![CDATA[<p>I recently had the opportunity to present a brief overview of some of the work that BioTeam has been doing with the <a title="New York Genome Center" href="http://nygenome.org">New York Genome Center</a>.  The format was a &#8220;webinar,&#8221; sponsored by <a title="Aspera" href="http://asperasoft.com">Aspera</a> and hosted by <a title="Bio IT World Symposia" href="http://www.bio-itworldsymposia.com">Bio-IT World</a>.   I spoke briefly about the data motion needs of the center.  The most interesting piece to me was an example where we achieved sustained data transfers of 700Mb/sec coast to coast over the commercial internet.  At those data rates we do not need to rely on primitive hacks like fedexing hard disks.   Michelle Munson, CEO of Aspera, spoke second.  She explained how their software works as well as some of their plans for the future.</p>
<p>The entire presentation is available Under<a title="Bio IT World Video" href="http://www.bio-itworldsymposia.com/Bioitsymposia_Content.aspx?ekfrm=114064"> this link</a>.</p>
<p>My slides are available as a PDF:  <a href="http://bioteam.net/wp-content/uploads/2012/04/2012-Aspera-Webinar.pdf">2012 Aspera Webinar</a></p>
]]></content:encoded>
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		<item>
		<title>Panasas PAS 12 Unboxing</title>
		<link>http://bioteam.net/2011/03/panasas-pas-12-unboxing/</link>
		<comments>http://bioteam.net/2011/03/panasas-pas-12-unboxing/#comments</comments>
		<pubDate>Tue, 01 Mar 2011 15:38:37 +0000</pubDate>
		<dc:creator>chrisdag</dc:creator>
				<category><![CDATA[Employee Posts]]></category>
		<category><![CDATA[eval]]></category>
		<category><![CDATA[featured]]></category>
		<category><![CDATA[infrastructure]]></category>
		<category><![CDATA[infrastructure porn]]></category>
		<category><![CDATA[nas]]></category>
		<category><![CDATA[panasas]]></category>
		<category><![CDATA[pas12]]></category>
		<category><![CDATA[post-wide]]></category>
		<category><![CDATA[storage]]></category>

		<guid isPermaLink="false">http://x.bioteam.net/?p=1041</guid>
		<description><![CDATA[Unboxing the Pansasas PAS 12 storage array]]></description>
				<content:encoded><![CDATA[<p>I&#8217;ve had a <a href="http://www.panasas.com/products/pas-12.php">Pansasas PAS-12 </a>in my home lab for longer than I&#8217;d care to admit, now that it&#8217;s almost time to box the system up and send it away I figured it would be good to post some pictures of the system (and the unboxing &#8230;)</p>
<p>What follows are some of my favorite pictures. The full set can be found in my I<a href="http://www.flickr.com/photos/chrisdag/sets/72157626049148703/with/5488664355/">nfrastructure Flickr stream</a> &#8230;</p>
<table align="left">
<tbody>
<tr>
<td><img style="display:block; margin-left:auto; margin-right:auto;" src="http://www.bioteam.net/wp-content/uploads/2011/03/DSC_0056.jpg" alt="DSC 0056" title="DSC_0056.jpg" border="0" width="600" height="533" />
</td>
</tr>
<tr>
<td>One box for the director &#038; storage blades, one box for the chassis itself
</td>
</tr>
</tbody>
</table>
<table align="left">
<tbody>
<tr>
<td><img style="display:block; margin-left:auto; margin-right:auto;" src="http://www.bioteam.net/wp-content/uploads/2011/03/DSC_0059.jpg" alt="DSC 0059" title="DSC_0059.jpg" border="0" width="600" height="398" />
</td>
</tr>
<tr>
<td>Packaged blade components
</td>
</tr>
</tbody>
</table>
<table align="left">
<tbody>
<tr>
<td><img style="display:block; margin-left:auto; margin-right:auto;" src="http://www.bioteam.net/wp-content/uploads/2011/03/DSC_0061.jpg" alt="DSC 0061" title="DSC_0061.jpg" border="0" width="600" height="398" />
</td>
</tr>
<tr>
<td>Unwrapped storage blade
</td>
</tr>
</tbody>
</table>
<table align="left">
<tbody>
<tr>
<td><img style="display:block; margin-left:auto; margin-right:auto;" src="http://www.bioteam.net/wp-content/uploads/2011/03/DSC_0074.jpg" alt="DSC 0074" title="DSC_0074.jpg" border="0" width="600" height="398" />
</td>
</tr>
<tr>
<td> Packaging is very well done, the layer underneath the bare chassis <br/> contains power supplies, battery unit and the misc. cables &#038; switching blades.
</td>
</tr>
</tbody>
</table>
<table align="left">
<tbody>
<tr>
<td><img style="display:block; margin-left:auto; margin-right:auto;" src="http://www.bioteam.net/wp-content/uploads/2011/03/DSC_0075.jpg" alt="DSC 0075" title="DSC_0075.jpg" border="0" width="600" height="398" />
</td>
</tr>
<tr>
<td>Battery unit macro shot
</td>
</tr>
</tbody>
</table>
<table align="left">
<tbody>
<tr>
<td><img style="display:block; margin-left:auto; margin-right:auto;" src="http://www.bioteam.net/wp-content/uploads/2011/03/DSC_0077.jpg" alt="DSC 0077" title="DSC_0077.jpg" border="0" width="600" height="398" />
</td>
</tr>
<tr>
<td> Macro shot of a switching blade 1
</td>
</tr>
</tbody>
</table>
<table align="left">
<tbody>
<tr>
<td><img style="display:block; margin-left:auto; margin-right:auto;" src="http://www.bioteam.net/wp-content/uploads/2011/03/DSC_0078.jpg" alt="DSC 0078" title="DSC_0078.jpg" border="0" width="600" height="398" />
</td>
</tr>
<tr>
<td> Switch blade macro 2
</td>
</tr>
</tbody>
</table>
<table align="left">
<tbody>
<tr>
<td><img style="display:block; margin-left:auto; margin-right:auto;" src="http://www.bioteam.net/wp-content/uploads/2011/03/DSC_0079.jpg" alt="DSC 0079" title="DSC_0079.jpg" border="0" width="600" height="398" />
</td>
</tr>
<tr>
<td> Switch blade macro 3
</td>
</tr>
</tbody>
</table>
<table align="left">
<tbody>
<tr>
<td><img style="display:block; margin-left:auto; margin-right:auto;" src="http://www.bioteam.net/wp-content/uploads/2011/03/DSC_0103.jpg" alt="DSC 0103" title="DSC_0103.jpg" border="0" width="600" height="398" />
</td>
</tr>
<tr>
<td> Blades partially installed
</td>
</tr>
</tbody>
</table>
<table align="left">
<tbody>
<tr>
<td><img style="display:block; margin-left:auto; margin-right:auto;" src="http://www.bioteam.net/wp-content/uploads/2011/03/DSC_0117.jpg" alt="DSC 0117" title="DSC_0117.jpg" border="0" width="600" height="398" />
</td>
</tr>
<tr>
<td> The system is boostrapped by connecting a serial cable to a director blade
</td>
</tr>
</tbody>
</table>
<table align="left">
<tbody>
<tr>
<td><img style="display:block; margin-left:auto; margin-right:auto;" src="http://www.bioteam.net/wp-content/uploads/2011/03/DSC_0134.jpg" alt="DSC 0134" title="DSC_0134.jpg" border="0" width="600" height="398" />
</td>
</tr>
<tr>
<td> Initial configuration via serial cable (and the very handy Keyspan USB-to-Serial adapter dongle!)
</td>
</tr>
</tbody>
</table>
<table align="left">
<tbody>
<tr>
<td><img style="display:block; margin-left:auto; margin-right:auto;" src="http://www.bioteam.net/wp-content/uploads/2011/03/pas12-540x250-2.jpg" alt="Pas12 540x250 2" title="pas12-540x250-2.jpg" border="0" width="540" height="250" />
</td>
</tr>
<tr>
<td> Blade macro shot
</td>
</tr>
</tbody>
</table>
<table align="left">
<tbody>
<tr>
<td><img style="display:block; margin-left:auto; margin-right:auto;" src="http://www.bioteam.net/wp-content/uploads/2011/03/pas12-540x250.jpg" alt="Pas12 540x250" title="pas12-540x250.jpg" border="0" width="540" height="250" />
</td>
</tr>
<tr>
<td> Almost online now &#8230;
</td>
</tr>
</tbody>
</table>
]]></content:encoded>
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		<title>Storage talk slides from BioMed-HPC Leadership Summit</title>
		<link>http://bioteam.net/2010/10/storage-talk-slides-from-biomed-hpc-leadership-summit/</link>
		<comments>http://bioteam.net/2010/10/storage-talk-slides-from-biomed-hpc-leadership-summit/#comments</comments>
		<pubDate>Mon, 18 Oct 2010 15:32:05 +0000</pubDate>
		<dc:creator>chrisdag</dc:creator>
				<category><![CDATA[Presentations]]></category>
		<category><![CDATA[bio-it]]></category>
		<category><![CDATA[biomed-hpc]]></category>
		<category><![CDATA[hpc]]></category>
		<category><![CDATA[storage]]></category>

		<guid isPermaLink="false">http://x.bioteam.net/?p=705</guid>
		<description><![CDATA[Talk slides from a very short 10 minute talk @ the 2010 HPC Biomedical Leadership Summit entitled "Grunt's Eye View: Storage 2010"]]></description>
				<content:encoded><![CDATA[<p><a href="http://www.bioteam.net/wp-content/uploads/2010/10/2010-HarvardHPC_cdag_v2.pdf"><img style="display: block; margin-left: auto; margin-right: auto;" title="cdag-biomedhpc-2010-thumbnai.png" src="http://www.bioteam.net/wp-content/uploads/2010/10/cdag-biomedhpc-2010-thumbnai.png" border="0" alt="Presentation Thumbnail" width="371" height="288" /></a></p>
<p>As promised, here are the talk slides from the <a href="https://biomedhpc.med.harvard.edu/">2010 HPC Biomedical Leadership Summit</a> where I was part of a morning talk session focusing on storage, large data and peta-scale data management issues. There were a number of interesting speakers but we were all limited to about 10 minutes duration so this slide deck is lighter than my usual stuff. To download my slides on &#8220;Grunt&#8217;s Eye View: Storage 2010&#8243; please click on the image above or use this link: <a href="http://www.bioteam.net/wp-content/uploads/2010/10/2010-HarvardHPC_cdag_v2.pdf">2010-HarvardHPC_cdag_v2.pdf</a></p>
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		<item>
		<title>Bio-IT World Europe 2010 &#8211; Science Centric Storage</title>
		<link>http://bioteam.net/2010/10/bio-it-world-europe-2010-science-centric-storage/</link>
		<comments>http://bioteam.net/2010/10/bio-it-world-europe-2010-science-centric-storage/#comments</comments>
		<pubDate>Fri, 15 Oct 2010 13:25:50 +0000</pubDate>
		<dc:creator>chrisdag</dc:creator>
				<category><![CDATA[Employee Posts]]></category>
		<category><![CDATA[Presentations]]></category>
		<category><![CDATA[2010]]></category>
		<category><![CDATA[bio-it]]></category>
		<category><![CDATA[storage]]></category>

		<guid isPermaLink="false">http://x.bioteam.net/?p=692</guid>
		<description><![CDATA[Presentation slides from the 2010 Bio-IT World Europe talk on "Science-centric Storage"]]></description>
				<content:encoded><![CDATA[<p><a href="/wp-content/uploads/2010/10/2010-BioITWorld-Europe_v6.pdf"><img style="display: block; margin-left: auto; margin-right: auto;" title="aws-screencap-sep2010-002.png" src="http://www.bioteam.net/wp-content/uploads/2010/10/aws-screencap-sep2010-002.png" border="0" alt="aws-screencap-sep2010-002.png" width="360" height="277" /></a></p>
<p>Apologies for the delay in posting this PDF. For some reason I can&#8217;t shrink this down to a reasonable size, possibly because of the amount of pictures included in the original presentation. The PDF is about 19MB (sorry!) and I&#8217;ll try to shrink it later if I can. Click on the image above or follow this link to download it: <a href="/wp-content/uploads/2010/10/2010-BioITWorld-Europe_v6.pdf">2010-BioITWorld-Europe_v6.pdf</a></p>
]]></content:encoded>
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		<item>
		<title>Storage for Next-Gen Sequencing</title>
		<link>http://bioteam.net/2009/10/storage-for-next-gen-sequencing/</link>
		<comments>http://bioteam.net/2009/10/storage-for-next-gen-sequencing/#comments</comments>
		<pubDate>Fri, 16 Oct 2009 19:14:12 +0000</pubDate>
		<dc:creator>blogadmin</dc:creator>
				<category><![CDATA[Presentations]]></category>
		<category><![CDATA[dna sequencing]]></category>
		<category><![CDATA[next-gen]]></category>
		<category><![CDATA[next-generation sequencing]]></category>
		<category><![CDATA[ngs]]></category>
		<category><![CDATA[sequencing]]></category>
		<category><![CDATA[storage]]></category>
		<category><![CDATA[storage for ngs]]></category>

		<guid isPermaLink="false">http://x.bioteam.net/?p=280</guid>
		<description><![CDATA[Presenter slides from the 2009 Storage for Next-Generation Sequencing Workshop(s)]]></description>
				<content:encoded><![CDATA[<p>Here are the talk slides from our 2009 Workshops (USA and Europe) on Storage Issues for Next-Generation Sequencing. The US Workshop was video taped, presentations will be online shortly.</p>
<p>Click on the links or the images below to download the presentations</p>
<ul>
<li>Chris Dagdigian (<a href="http://www.bioteam.net/">BioTeam Inc</a>): &#8220;<a href="http://www.bioteam.net/wp-content/uploads/2009/10/BioTeam_Dagdigian-NGS-2009.pdf">Data &amp; Data Management for Next-Generation Sequencing</a>&#8220;</li>
<li>Jacob Farmer (<a href="http://www.camcom.com/">Cambridge Computer Inc.</a>): &#8220;<a href="http://www.bioteam.net/wp-content/uploads/2009/10/CamCom_Farmer-NGS-2009.pdf">Scalable Storage for Life Science</a>&#8220;</li>
<li>Guy Coates (<a href="http://www.sanger.ac.uk/">Wellcome Trust Sanger Institute</a>): &#8220;<a href="http://www.bioteam.net/wp-content/uploads/2009/10/Sanger_Coats-NGS-2009.pdf">New Sequencing Storage</a>&#8220;</li>
<li>Matthew Trunnell (<a href="http://www.broadinstitute.org/">Broad Institute</a>): &#8220;<a href="http://www.bioteam.net/wp-content/uploads/2009/10/Broad_Trunnell-NGS-2009.pdf">Issues in Data Storage and Data Management in Large-Scale Next-Gen Sequencing</a>&#8220;</li>
</ul>
<div><a href="http://www.bioteam.net/wp-content/uploads/2009/10/BioTeam_Dagdigian-NGS-2009.pdf"><img src="http://www.bioteam.net/wp-content/uploads/2009/10/dag_ngs-icon.png" border="0" alt="Chris Dagdigian's Presentation" width="238" height="185" align="left" /></a></p>
<p><a href="http://www.bioteam.net/wp-content/uploads/2009/10/CamCom_Farmer-NGS-2009.pdf"><img src="http://www.bioteam.net/wp-content/uploads/2009/10/farmer_ngs-icon.png" border="0" alt="Jacob Farmer's Presentation" width="244" height="189" align="left" /></a></p>
<p><a href="http://www.bioteam.net/wp-content/uploads/2009/10/Broad_Trunnell-NGS-2009.pdf"><img src="http://www.bioteam.net/wp-content/uploads/2009/10/matter_ngs_broad_icon.png" border="0" alt="Matthew Trunnell's Presentation" width="244" height="179" align="left" /></a></p>
<p><a href="http://www.bioteam.net/wp-content/uploads/2009/10/Sanger_Coats-NGS-2009.pdf"><img src="http://www.bioteam.net/wp-content/uploads/2009/10/coats_ngs_icon.png" border="0" alt="Guy Coats's Presentation" width="239" height="186" align="left" /></a></div>
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		<item>
		<title>Big Storage</title>
		<link>http://bioteam.net/2008/09/big-storage/</link>
		<comments>http://bioteam.net/2008/09/big-storage/#comments</comments>
		<pubDate>Wed, 17 Sep 2008 13:54:22 +0000</pubDate>
		<dc:creator>chrisdag</dc:creator>
				<category><![CDATA[Employee Posts]]></category>
		<category><![CDATA["single namespace"]]></category>
		<category><![CDATA[storage]]></category>

		<guid isPermaLink="false">http://x.bioteam.net/2008/09/17/big-storage/</guid>
		<description><![CDATA[82 terabyte desktop folder, originally uploaded by ChrisDag. This screencap is from my Apple laptop; it&#8217;s a NFS mount to a *really big* folder hosted on the network. ~90 terabytes of storage in a single namespace/folder costs a million dollars or more if you go with the Tier 1 vendors and have to pay for [...]]]></description>
				<content:encoded><![CDATA[<div style="text-align: left; padding: 3px;">
<a href="http://www.flickr.com/photos/chrisdag/2865556930/" title="photo sharing"><img src="http://www.bioteam.net/wp-content/uploads/2008/09/2865556930_be31d750cf.jpg" style="border: solid 2px #000000;" alt="" /></a><br />
<br />
<span style="font-size: 0.8em; margin-top: 0px;"><a href="http://www.flickr.com/photos/chrisdag/2865556930/">82 terabyte desktop folder</a>, originally uploaded by <a href="http://www.flickr.com/people/chrisdag/">ChrisDag</a>.</span>
</div>
<p>
This screencap is from my Apple laptop; it&#8217;s a NFS mount to a *really big* folder hosted on the network.</p>
<p>~90 terabytes of storage in a single namespace/folder costs a million dollars or more if you go with the Tier 1 vendors and have to pay for a backup solution. </p>
<p>The system backing this storage volume cost a few hundred grand and that includes all the misc. infrastructure to support a 72 core Linux cluster, racks, networking, UPS batteries, redundant fiber channel switches, multipath storage access via clustered fileservers and a large tape library robot for backups.</p>
<p>We really like this system, expect to see BioTeam talking about the configuration and purchase process in an upcoming conference or whitepaper. </p>
<p>Props to: Chris Dwan, Mike Cariaso from BioTeam and Sam Farmer from Cambridge Computer.</p>
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