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	<title>Transactions on InnoDB &#187; Plugin</title>
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	<link>http://blogs.innodb.com/wp</link>
	<description>&#34;The word&#34; about InnoDB Products and Technology</description>
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		<title>InnoDB Plugin Doc now on dev.mysql.com</title>
		<link>http://blogs.innodb.com/wp/2010/04/innodb-plugin-doc-now-on-dev-mysql-com/</link>
		<comments>http://blogs.innodb.com/wp/2010/04/innodb-plugin-doc-now-on-dev-mysql-com/#comments</comments>
		<pubDate>Thu, 01 Apr 2010 17:53:31 +0000</pubDate>
		<dc:creator>john</dc:creator>
				<category><![CDATA[Uncategorized]]></category>
		<category><![CDATA[doc]]></category>
		<category><![CDATA[Plugin]]></category>

		<guid isPermaLink="false">http://blogs.innodb.com/wp/2010/04/innodb-plugin-doc-now-on-dev-mysql-com/</guid>
		<description><![CDATA[The InnoDB Plugin manual is now available on the MySQL web site.]]></description>
			<content:encoded><![CDATA[<p>The <a href="http://bit.ly/cq5IYM">InnoDB Plugin manual</a> is now available on the MySQL web site.</p>
]]></content:encoded>
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		<slash:comments>2</slash:comments>
		</item>
		<item>
		<title>InnoDB Conference Presentations Now Online</title>
		<link>http://blogs.innodb.com/wp/2009/05/innodb-conference-presentations-now-aonline/</link>
		<comments>http://blogs.innodb.com/wp/2009/05/innodb-conference-presentations-now-aonline/#comments</comments>
		<pubDate>Wed, 13 May 2009 00:30:48 +0000</pubDate>
		<dc:creator>Ken Jacobs</dc:creator>
				<category><![CDATA[Uncategorized]]></category>
		<category><![CDATA[Backup]]></category>
		<category><![CDATA[Concurrency]]></category>
		<category><![CDATA[InnoDB]]></category>
		<category><![CDATA[internals]]></category>
		<category><![CDATA[Locking]]></category>
		<category><![CDATA[Plugin]]></category>
		<category><![CDATA[Recovery]]></category>
		<category><![CDATA[Row Formats]]></category>

		<guid isPermaLink="false">http://blogs.innodb.com/wp/?p=434</guid>
		<description><![CDATA[Well, it took us a little while (we&#8217;ve been busy !), but we&#8217;ve now posted our presentations on InnoDB from the MySQL Conference and Expo 2009. You can download these presentations by Heikki Tuuri, Ken Jacobs and Calvin Sun from the InnoDB website, as follows: Ken and Heikki: InnoDB: Innovative Technologies for Performance and Data [...]]]></description>
			<content:encoded><![CDATA[<p>
<p>
Well, it took us a little while (we&#8217;ve been busy <img src='http://blogs.innodb.com/wp/wp-includes/images/smilies/icon_wink.gif' alt=';-)' class='wp-smiley' />  !), but we&#8217;ve now posted our presentations on InnoDB from the MySQL Conference and Expo 2009.  You can download these presentations by <a href="http://www.mysqlconf.com/mysql2009/public/schedule/speaker/1311">Heikki Tuuri</a>, <a href="http://www.mysqlconf.com/mysql2009/public/schedule/speaker/1312">Ken Jacobs</a> and <a href="http://www.mysqlconf.com/mysql2009/public/schedule/speaker/12396">Calvin Sun</a> from the InnoDB website, as follows:</p>
<ul>
<li>Ken and Heikki: <a href="http://www.innodb.com/wp/wp-content/uploads/2009/05/innovative-technologies-final.pdf">InnoDB: Innovative Technologies for Performance and Data Protection</a></li>
<li>Heikki: <a href="http://www.innodb.com/wp/wp-content/uploads/2009/05/innodbcrashrecovery-final.pdf">Crash Recovery and Media Recovery in InnoDB</a></li>
<li>Heikki: <a href="http://www.innodb.com/wp/wp-content/uploads/2009/05/concurrencycontrol.pdf">Concurrency Control: How it Really Works</a></li>
<li>Calvin and Heikki: <a href="http://www.innodb.com/wp/wp-content/uploads/2009/05/innodb-file-formats-and-source-code-structure.pdf">InnoDB File Formats and Source Code Structure</a></li>
</ul>
<p>The description of these and other presentations about InnoDB are available <a href="http://www.innodb.com/products/innodb/info/">here</a>.</p>
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		<slash:comments>3</slash:comments>
		</item>
		<item>
		<title>Talk,Talk, Talk: Innobase Speaks</title>
		<link>http://blogs.innodb.com/wp/2009/03/talktalk-talk-mysql-conference-presentations/</link>
		<comments>http://blogs.innodb.com/wp/2009/03/talktalk-talk-mysql-conference-presentations/#comments</comments>
		<pubDate>Thu, 19 Mar 2009 20:59:06 +0000</pubDate>
		<dc:creator>Ken Jacobs</dc:creator>
				<category><![CDATA[Uncategorized]]></category>
		<category><![CDATA[Backup]]></category>
		<category><![CDATA[Compatibility]]></category>
		<category><![CDATA[Concurrency]]></category>
		<category><![CDATA[file form]]></category>
		<category><![CDATA[Performance]]></category>
		<category><![CDATA[Plugin]]></category>
		<category><![CDATA[Recovery]]></category>

		<guid isPermaLink="false">http://blogs.innodb.com/wp/?p=253</guid>
		<description><![CDATA[That should read &#8220;Talks, Talks, Talks&#8221; &#8230; There will be several presentations by InnoDB experts at the upcoming 2009 MySQL Conference and Expo. Whether you&#8217;re a newbie or an experienced DBA deeply familiar with InnoDB, you won&#8217;t want to miss these important talks about InnoDB: Innovative Technologies for Performance and Data Protection by Ken and [...]]]></description>
			<content:encoded><![CDATA[<p>That should read &#8220;Talks, Talks, Talks&#8221; &#8230; There will be several presentations by InnoDB experts at the upcoming 2009 MySQL Conference and Expo.  Whether you&#8217;re a newbie or an experienced DBA deeply familiar with InnoDB, you won&#8217;t want to miss these important talks about InnoDB:</p>
<ul>
<li><a href="http://en.oreilly.com/mysql2009/public/schedule/detail/8877" target="new">Innovative Technologies for Performance and Data Protection</a> by Ken and Heikki, Tues, 11:55am</li>
<li><a href="http://en.oreilly.com/mysql2009/public/schedule/detail/6843" target="new">Crash Recovery and Media Recovery in InnoDB</a> by Heikki, Wed, 2pm</li>
<li><a href="http://en.oreilly.com/mysql2009/public/schedule/detail/7052" target="new">InnoDB Internals: InnoDB File Formats &#038; Source Code Structure</a> by Heikki and Calvin, Wed, 5:15pm</li>
<li><a href="http://en.oreilly.com/mysql2009/public/schedule/detail/6842" target="new">Concurrency Control: How it Really Works</a> by Heikki, Thurs, 2:50pm </li>
</ul>
<p>Note the <strong>new times</strong> for the last two talks above.  Be sure to check the conference schedule!  Not much more to say about this topic, at least not here.  Hear it all <a href="http://en.oreilly.com/mysql2009/public/content/home" target="new"><b>there</b></a>!</p>
]]></content:encoded>
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		<slash:comments>0</slash:comments>
		</item>
		<item>
		<title>Plug In for Performance and Scalability</title>
		<link>http://blogs.innodb.com/wp/2009/03/plug-in-for-performance-and-scalability/</link>
		<comments>http://blogs.innodb.com/wp/2009/03/plug-in-for-performance-and-scalability/#comments</comments>
		<pubDate>Tue, 10 Mar 2009 22:00:41 +0000</pubDate>
		<dc:creator>Ken Jacobs</dc:creator>
				<category><![CDATA[InnoDB Plugin]]></category>
		<category><![CDATA[Built-in]]></category>
		<category><![CDATA[Concurrency]]></category>
		<category><![CDATA[Configuration parameter]]></category>
		<category><![CDATA[Hash index]]></category>
		<category><![CDATA[Insert buffer]]></category>
		<category><![CDATA[Memory]]></category>
		<category><![CDATA[Mutexes]]></category>
		<category><![CDATA[Performance]]></category>
		<category><![CDATA[Plugin]]></category>
		<category><![CDATA[Scalability]]></category>
		<category><![CDATA[Tuning]]></category>

		<guid isPermaLink="false">http://blogs.innodb.com/wp/?p=67</guid>
		<description><![CDATA[Why should you care about the latest &#8220;early adopter&#8221; release of the InnoDB Plugin, version 1.0.3?   One word: performance! The release introduces these features: Enhanced concurrency &#38; scalability: the “Google SMP patch” using atomic instructions for mutexing More efficient memory allocation: ability to use more scalable platform memory allocator Improved out-of-the-box scalability: unlimited concurrent [...]]]></description>
			<content:encoded><![CDATA[<p>Why should you care about the latest &#8220;early adopter&#8221; release of the InnoDB Plugin, version 1.0.3?   One word: <strong>performance!</strong> The release introduces these features:</p>
<ul>
<li>Enhanced concurrency &amp; scalability: the “Google SMP patch” using atomic instructions for mutexing</li>
<li>More efficient memory allocation: ability to use more scalable platform memory allocator</li>
<li>Improved out-of-the-box scalability: unlimited concurrent thread execution by default</li>
<li>Dynamic tuning: at run-time, enable or disable insert buffering and adaptive hash indexing</li>
</ul>
<p>These new performance features can yield <strong>up to twice the throughput</strong> or more, depending on your workload, platform and other tuning considerations.   In another post, we explore some details about these changes, but first, what do these enhancements mean for performance and scalability?</p>
<p>In brief, we&#8217;ve tested three different workloads (joins, DBT2 OLTP and a modified sysbench) using a memory-resident database.  In all cases, the InnoDB Plugin scales significantly better than the built-in InnoDB in MySQL 5.1.  And in some cases, the absolute level of performance is dramatically higher too!   The charts below illustrate the kinds of performance gains we&#8217;ve measured with release 1.0.3 of the InnoDB Plugin. Your mileage may vary, of course.  See the <a href="http://www.innodb.com/wp/innodb_plugin/plugin-performance">InnoDB website</a> for all the details on these tests.</p>
<p>This release of the InnoDB Plugin incorporates a <a href="http://code.google.com/p/google-mysql-tools/wiki/SmpPerformance" target="new">patch made by Ben Handy and Mark Callaghan at Google</a> to improve multi-core scalability by using more efficient synchronization methods (mutexing and rw-locks) to reduce cpu utilization and contention.   We&#8217;re grateful for this contribution, and you will be too!</p>
<p><span id="more-67"></span></p>
<p>Now to our test results &#8230;</p>
<p><strong>Joins: </strong>The following chart shows the performance gains in performing joins, comparing the built-in InnoDB in MySQL (in <span style="color:blue">blue</span>) with the InnoDB Plugin 1.0.3 (in <span style="color:red">red</span>).</p>
<div class="separator" style="clear: both; text-align: center;"><a style="margin-left: 1em;" href="http://spreadsheets.google.com/pub?key=ppe5byK5r-M54VD8dWLF0Vw&amp;oid=7&amp;output=image"><img src="http://spreadsheets.google.com/pub?key=ppe5byK5r-M54VD8dWLF0Vw&amp;oid=7&amp;output=image" border="0" alt="" width="400" height="250" /></a></div>
<p>As you can see from the blue bars in the above chart, with MySQL 5.1 using the built-in InnoDB, the total number of joins the system can execute declines as the number of concurrent users increases.   In contrast, the InnoDB Plugin slightly improves performance even with one user, and maintains performance as the number of users rises.   This performance improvement is due in large part to the use of atomics for mutexing in the InnoDB Plugin.</p>
<p><strong>Transaction Processing (DBT2):</strong> The following chart illustrates a scalability improvement using  the OLTP read/write DBT2 benchmark, again comparing the performance of <span style="color:blue">the built-in InnoDB in MySQL</span> with the performance of <span style="color:red">InnoDB Plugin 1.0.3</span>.</p>
<div class="separator" style="clear: both; text-align: center;"><a style="margin-left: 1em;" href="http://spreadsheets.google.com/pub?key=ppe5byK5r-M54VD8dWLF0Vw&amp;oid=8&amp;output=image"><img src="http://spreadsheets.google.com/pub?key=ppe5byK5r-M54VD8dWLF0Vw&amp;oid=8&amp;output=image" border="0" alt="" width="400" height="250" /></a></div>
<p>Here, the InnoDB Plugin scales better than the built-in InnoDB from 16 to 32 users and produces about 12% more throughput with 64 concurrent users, as other bottlenecks are encountered or system capacity is reached.  This improvement is likewise due primarily to the changes in mutexing.</p>
<p><strong>Modified Sysbench:</strong> This test uses a version of the well-known sysbench workload, modified to include queries based on a secondary index, <a href="http://mysqlha.blogspot.com/2009/02/update-for-sysbench.html">as suggested</a> by Mark Callaghan of Google.</p>
<div class="separator" style="clear: both; text-align: center;"><a style="margin-left: 1em;" href="http://spreadsheets.google.com/pub?key=ppe5byK5r-M54VD8dWLF0Vw&amp;oid=9&amp;output=image"><img src="http://spreadsheets.google.com/pub?key=ppe5byK5r-M54VD8dWLF0Vw&amp;oid=9&amp;output=image" border="0" alt="" width="400" height="250" /></a></div>
<p>This time, the InnoDB Plugin shows significantly better scalability from 8 to 64 users than the built-in InnoDB in MySQL, yielding as much as 60% more throughput at 64 users.  Like the previous examples, this improvement is largely due to the use of atomics for mutexing.</p>
<p><strong>Modified Sysbench with tcmalloc:</strong> This test uses the same modified sysbench workload, but shows the difference between the built-in InnoDB (which uses the internal InnoDB memory allocator) and the InnoDB Plugin when using a more scalable memory allocator, in this case <a href="http://google-perftools.googlecode.com/svn/trunk/doc/tcmalloc.html">tcmalloc</a>.</p>
<div class="separator" style="clear: both; text-align: center;"><a style="margin-left: 1em;" href="http://spreadsheets.google.com/pub?key=ppe5byK5r-M54VD8dWLF0Vw&amp;oid=10&amp;output=image"><img src="http://spreadsheets.google.com/pub?key=ppe5byK5r-M54VD8dWLF0Vw&amp;oid=10&amp;output=image" border="0" alt="" width="400" height="250" /></a></div>
<p>When the new configuration parameter <code>innodb_use_sys_malloc</code> is set to enable use of the memory allocator tcmalloc, the InnoDB Plugin really shines!  Transaction throughput continues to scale, and the actual throughput with 64 users has nearly doubled!</p>
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		<slash:comments>2</slash:comments>
		</item>
		<item>
		<title>Introducing the InnoDB Blog</title>
		<link>http://blogs.innodb.com/wp/2009/03/introducingtheinnodbblog/</link>
		<comments>http://blogs.innodb.com/wp/2009/03/introducingtheinnodbblog/#comments</comments>
		<pubDate>Mon, 09 Mar 2009 10:00:49 +0000</pubDate>
		<dc:creator>Ken Jacobs</dc:creator>
				<category><![CDATA[Uncategorized]]></category>
		<category><![CDATA[Backup]]></category>
		<category><![CDATA[Built-in]]></category>
		<category><![CDATA[Hot Backup]]></category>
		<category><![CDATA[Plugin]]></category>
		<category><![CDATA[Storage]]></category>
		<category><![CDATA[Transactions]]></category>

		<guid isPermaLink="false">http://blogs.innodb.com/wp/?p=33</guid>
		<description><![CDATA[Well, here we are &#8230; the first post to the InnoDB blog.   Now there is a blog dedicated solely to InnoDB products and technology. The Innobase team will be posting here regularly on all manner of topics regarding the InnoDB storage engine.  We plan to provide timely updates and important technical information about InnoDB-related products [...]]]></description>
			<content:encoded><![CDATA[<p>Well, here we are &#8230; the first post to the InnoDB blog.   Now there is a blog dedicated solely to InnoDB products and technology.  The Innobase team will be posting here regularly on all manner of topics regarding the InnoDB storage engine.  We plan to provide timely updates and important technical information about InnoDB-related products including the built-in InnoDB distributed by MySQL, the InnoDB Plugin and InnoDB Hot Backup.  We invite you to visit regularly and post your comments.</p>
<p>We&#8217;ve borrowed the name &#8220;Transactions on&#8221; from the computer-science journal <em>Transactions on Database Systems, </em>published by the ACM society for computing professionals.  Like that journal, this blog will cover a wide range of database topics, specifically as they relate to InnoDB.</p>
<p>Users of InnoDB know a transaction is an atomic all-or-nothing set of changes made to a collection of data.  But according to <a href="http://www.merriam-webster.com/dictionary/transaction" target="_blank">Webster&#8217;s Dictionary</a>, a transaction also is &#8220;a communicative action or activity involving two parties or things that reciprocally affect or influence each other&#8221;.  So, a transaction is also an exchange of ideas.</p>
<p>Welcome to this place to transact in ideas about InnoDB!</p>
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		<slash:comments>2</slash:comments>
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