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	<title>Comments on: Reports of perfectly-balanced hardware configurations are greatly exaggerated</title>
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	<link>http://www.dbms2.com/2009/10/25/data-warehouse-balanced-hardware-configuration/</link>
	<description>Choices in data management and analysis</description>
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		<title>By: Teradata hardware strategy and tactics &#124; DBMS2 -- DataBase Management System Services</title>
		<link>http://www.dbms2.com/2009/10/25/data-warehouse-balanced-hardware-configuration/comment-page-1/#comment-159871</link>
		<dc:creator>Teradata hardware strategy and tactics &#124; DBMS2 -- DataBase Management System Services</dc:creator>
		<pubDate>Sun, 21 Feb 2010 10:37:55 +0000</pubDate>
		<guid isPermaLink="false">http://www.dbms2.com/?p=1165#comment-159871</guid>
		<description>[...] believe Teradata will go modular more emphatically than Teradata itself does, because I think doing so will meet users needs more effectively than if Teradata relies strictly on fixed appliance [...]</description>
		<content:encoded><![CDATA[<p>[...] believe Teradata will go modular more emphatically than Teradata itself does, because I think doing so will meet users needs more effectively than if Teradata relies strictly on fixed appliance [...]</p>
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		<title>By: Confluence: Edmunds Central</title>
		<link>http://www.dbms2.com/2009/10/25/data-warehouse-balanced-hardware-configuration/comment-page-1/#comment-150363</link>
		<dc:creator>Confluence: Edmunds Central</dc:creator>
		<pubDate>Mon, 23 Nov 2009 18:37:06 +0000</pubDate>
		<guid isPermaLink="false">http://www.dbms2.com/?p=1165#comment-150363</guid>
		<description>&lt;strong&gt;Oracle Exadata...&lt;/strong&gt;

Technical Documentation    Exadata Prepup Presentation (compiled by Suman)    Exadata V2 for Data Warehousing.pptx    Files provided by Greg Day, Principal DB/Grid Sales Consultant    Exadata Technical White Paper exadatatechnicalwhitepaper.pdf.......</description>
		<content:encoded><![CDATA[<p><strong>Oracle Exadata&#8230;</strong></p>
<p>Technical Documentation    Exadata Prepup Presentation (compiled by Suman)    Exadata V2 for Data Warehousing.pptx    Files provided by Greg Day, Principal DB/Grid Sales Consultant    Exadata Technical White Paper exadatatechnicalwhitepaper.pdf&#8230;&#8230;.</p>
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		<title>By: Teradata Transition On Course in Steady Quarter, With Exciting New Offerings Ahead &#171; Market Strategies for IT Suppliers</title>
		<link>http://www.dbms2.com/2009/10/25/data-warehouse-balanced-hardware-configuration/comment-page-1/#comment-148257</link>
		<dc:creator>Teradata Transition On Course in Steady Quarter, With Exciting New Offerings Ahead &#171; Market Strategies for IT Suppliers</dc:creator>
		<pubDate>Sat, 07 Nov 2009 03:51:55 +0000</pubDate>
		<guid isPermaLink="false">http://www.dbms2.com/?p=1165#comment-148257</guid>
		<description>[...] predictable enough to warrant such configuration specificity; Curt Monash discusses the issue here.) With its strong base of happy customers, Teradata can back that story with real world examples [...]</description>
		<content:encoded><![CDATA[<p>[...] predictable enough to warrant such configuration specificity; Curt Monash discusses the issue here.) With its strong base of happy customers, Teradata can back that story with real world examples [...]</p>
]]></content:encoded>
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		<title>By: Rob Klopp</title>
		<link>http://www.dbms2.com/2009/10/25/data-warehouse-balanced-hardware-configuration/comment-page-1/#comment-145985</link>
		<dc:creator>Rob Klopp</dc:creator>
		<pubDate>Mon, 26 Oct 2009 17:51:11 +0000</pubDate>
		<guid isPermaLink="false">http://www.dbms2.com/?p=1165#comment-145985</guid>
		<description>I think that &quot;ideal&quot; only matters if it affects the price/performance of the system. That is, given some workload with an SLA, &quot;ideal&quot; is the cheapest system that satisfies the SLA.

The advantage of a software-only solution that can &quot;run their software in all sorts of hardware and storage environments&quot; is only meaningful if it allows the hardware and storage environment to be tweaked to some price/performance advantage.

If a hardware/software appliance is too course-grained... i.e. the CPU or storage appliance increments are big and expensive, then the software-only offerings will have an advantage because they can offer systems in between the appliance increments. The appliance vendors can mitigate this advantage only by taking a margin hit when an in-between solution is required.

Full Disclosure: I work for Greenplum... but this note presents my personal opinion and does not reflect a company view...</description>
		<content:encoded><![CDATA[<p>I think that &#8220;ideal&#8221; only matters if it affects the price/performance of the system. That is, given some workload with an SLA, &#8220;ideal&#8221; is the cheapest system that satisfies the SLA.</p>
<p>The advantage of a software-only solution that can &#8220;run their software in all sorts of hardware and storage environments&#8221; is only meaningful if it allows the hardware and storage environment to be tweaked to some price/performance advantage.</p>
<p>If a hardware/software appliance is too course-grained&#8230; i.e. the CPU or storage appliance increments are big and expensive, then the software-only offerings will have an advantage because they can offer systems in between the appliance increments. The appliance vendors can mitigate this advantage only by taking a margin hit when an in-between solution is required.</p>
<p>Full Disclosure: I work for Greenplum&#8230; but this note presents my personal opinion and does not reflect a company view&#8230;</p>
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		<title>By: Curt Monash</title>
		<link>http://www.dbms2.com/2009/10/25/data-warehouse-balanced-hardware-configuration/comment-page-1/#comment-145638</link>
		<dc:creator>Curt Monash</dc:creator>
		<pubDate>Sun, 25 Oct 2009 09:54:38 +0000</pubDate>
		<guid isPermaLink="false">http://www.dbms2.com/?p=1165#comment-145638</guid>
		<description>To a first approximation, you&#039;re right. Some vendors optimize for TPC-H, and advertise TPC-H results. Others optimize for real-life work, and advertise real-life successful customers.

Be that digression as it may, I stand by my opinion that it&#039;s worthwhile pointing out the difference between a naive interpretation of marketing claims on the one hand, and reality on the other.</description>
		<content:encoded><![CDATA[<p>To a first approximation, you&#8217;re right. Some vendors optimize for TPC-H, and advertise TPC-H results. Others optimize for real-life work, and advertise real-life successful customers.</p>
<p>Be that digression as it may, I stand by my opinion that it&#8217;s worthwhile pointing out the difference between a naive interpretation of marketing claims on the one hand, and reality on the other.</p>
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		<title>By: Kumar</title>
		<link>http://www.dbms2.com/2009/10/25/data-warehouse-balanced-hardware-configuration/comment-page-1/#comment-145631</link>
		<dc:creator>Kumar</dc:creator>
		<pubDate>Sun, 25 Oct 2009 07:11:42 +0000</pubDate>
		<guid isPermaLink="false">http://www.dbms2.com/?p=1165#comment-145631</guid>
		<description>DW appliance vendors in general do not claim that they have the perfect hardware &#039;alignment&#039; with respect to storage, IO, CPU, and memory for all workloads. Each vendor has a sweet spot with respect to volume of data, distribution, and workload and that their default configuration(s) would work reasonably well for a given workload characteristics. The vendors goal is to beat their competition with price/performance ratios for a given workload (TPC-H). To me there is a difference between applying general algorithms to problems and specifically tunning the algorithm knowing the characteristics of the problem. While the general algorithm may not be the &#039;ideal&#039; solution, there is in general a bigger cost for maintaining the hand tunned one.</description>
		<content:encoded><![CDATA[<p>DW appliance vendors in general do not claim that they have the perfect hardware &#8216;alignment&#8217; with respect to storage, IO, CPU, and memory for all workloads. Each vendor has a sweet spot with respect to volume of data, distribution, and workload and that their default configuration(s) would work reasonably well for a given workload characteristics. The vendors goal is to beat their competition with price/performance ratios for a given workload (TPC-H). To me there is a difference between applying general algorithms to problems and specifically tunning the algorithm knowing the characteristics of the problem. While the general algorithm may not be the &#8216;ideal&#8217; solution, there is in general a bigger cost for maintaining the hand tunned one.</p>
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