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	<title>GigaOM &#187; Vipul Sharma</title>
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		<title>GigaOM &#187; Vipul Sharma</title>
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		<title>At Eventbrite, the challenge is with realtime data</title>
		<link>http://gigaom.com/2013/03/21/at-eventbrite-the-challenge-is-with-real-time-data-2/</link>
		<comments>http://gigaom.com/2013/03/21/at-eventbrite-the-challenge-is-with-real-time-data-2/#comments</comments>
		<pubDate>Thu, 21 Mar 2013 20:01:43 +0000</pubDate>
		<dc:creator>Eliza Kern</dc:creator>
				<category><![CDATA[data mining]]></category>
		<category><![CDATA[downstream applications]]></category>
		<category><![CDATA[Eventbrite]]></category>
		<category><![CDATA[real-time data challenges]]></category>
		<category><![CDATA[Structure Data 2013]]></category>
		<category><![CDATA[Vipul Sharma]]></category>

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		<description><![CDATA[For a company like Eventbrite, which manages ticket sales and audiences for events across the world, keeping up with the constant flow of data and information is a challenge.<img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=gigaom.com&#038;blog=14960843&#038;post=623021&#038;subd=gigaom2&#038;ref=&#038;feed=1" width="1" height="1" />]]></description>
				<content:encoded><![CDATA[<p><a href="http://www.eventbrite.com/" target="_blank">Eventbrite</a> has become one of the leading ticket sales platforms, facilitating events across the world from concerts to festivals to meet-ups. But beneath the exterior site, there’s a lot of data flowing through the company’s platform, and it’s not easy keeping up with the realtime data challenges that come with the company’s growth.</p>
<p><a href="http://www.linkedin.com/profile/view?id=4685836" target="_blank">Vipul Sharma</a>, director of data engineering for Eventbrite, spoke at <a href="http://event.gigaom.com/structuredata/?utm_source=data&amp;utm_medium=editorial&amp;utm_campaign=intext&amp;utm_term=623021+at-eventbrite-the-challenge-is-with-real-time-data-2&amp;utm_content=elizakern" target="_blank">GigaOM’s Structure:Data conference in New York on Thursday</a> about the data challenges facing his company, which fields customers and data from across the globe. By <a href="http://www.eventbrite.com/pressreleases/eventbrite-crosses-1-billion-in-ticket-sales/" target="_blank">June 2012 the company had crossed $1 billion in ticket sales</a>, and Sharma said Eventbrite has hosted more than a million events so far.</p>
<p>Sharma,who has <a href="http://www.linkedin.com/profile/view?id=4685836" target="_blank">worked as an engineer since 2010 after leaving Digg</a>, where he worked on data mining and machine learning, said one of the biggest data challenges Eventbrite deals with is the speed of the flow of information:</p>
<p>“So basically what I’m trying to tell you is that the challenge in solving realtime is two-fold. One is the data flow, or how do I transfer the data I have in realtime to my downstream applications,” he said. “And the second part is processing, or how do I process this significant amount of data in realtime. To process in realtime you really need a distributed processing system.”</p>
<p>Check out the rest of our <a href="http://gigaom.com/2013/03/20/structuredata-2013-live-coverage/" target="_blank">Structure:Data 2013</a> live coverage here, and a video embed of the session follows below:</p>
<iframe src="http://new.livestream.com/accounts/74987/events/1927733/videos/14383313/player?autoPlay=false&amp;height=360&amp;mute=false&amp;width=640" height="360" width="640" frameborder="0" scrolling="no"></iframe>
<br />  <img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=gigaom.com&#038;blog=14960843&#038;post=623021&#038;subd=gigaom2&#038;ref=&#038;feed=1" width="1" height="1" /><p><a href="http://pubads.g.doubleclick.net/gampad/jump?iu=/1008864/GigaOM_RSS_300x250&#038;sz=300x250&#038;c=131952"><img src="http://pubads.g.doubleclick.net/gampad/ad?iu=/1008864/GigaOM_RSS_300x250&#038;sz=300x250&#038;c=131952" /></a></p><p><strong>Related research and analysis from GigaOM Pro:</strong><br />Subscriber content. <a href="http://pro.gigaom.com/?utm_source=data&utm_medium=editorial&utm_campaign=auto3&utm_term=623021+at-eventbrite-the-challenge-is-with-real-time-data-2&utm_content=elizakern">Sign up for a free trial</a>.</p><ul><li><a href="http://pro.gigaom.com/2012/03/big-data-budgets-on-the-rise/?utm_source=data&utm_medium=editorial&utm_campaign=auto3&utm_term=623021+at-eventbrite-the-challenge-is-with-real-time-data-2&utm_content=elizakern">Big data budgets on the rise</a></li><li><a href="http://pro.gigaom.com/2012/01/why-the-next-front-in-big-data-might-be-psychological/?utm_source=data&utm_medium=editorial&utm_campaign=auto3&utm_term=623021+at-eventbrite-the-challenge-is-with-real-time-data-2&utm_content=elizakern">Why the next front in big data might be psychological</a></li><li><a href="http://pro.gigaom.com/2011/12/whats-driving-the-next-phase-of-the-e-commerce-evolution/?utm_source=data&utm_medium=editorial&utm_campaign=auto3&utm_term=623021+at-eventbrite-the-challenge-is-with-real-time-data-2&utm_content=elizakern">What&#8217;s driving the next phase of the e-commerce evolution</a></li></ul>]]></content:encoded>
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			<media:title type="html">Structure Data 2013 Vipul Sharma Eventbrite</media:title>
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		<title>Eventbrite: Hadoop isn’t for everybody</title>
		<link>http://gigaom.com/2012/03/22/eventbrite-structure-data-2012/</link>
		<comments>http://gigaom.com/2012/03/22/eventbrite-structure-data-2012/#comments</comments>
		<pubDate>Thu, 22 Mar 2012 22:52:43 +0000</pubDate>
		<dc:creator>Kevin Fitchard</dc:creator>
				<category><![CDATA[enterprise data warehouse]]></category>
		<category><![CDATA[Open source solutions]]></category>
		<category><![CDATA[Structure:Data 2012]]></category>
		<category><![CDATA[Vipul Sharma]]></category>

		<guid isPermaLink="false">http://gigaom.com/?p=502905</guid>
		<description><![CDATA[Open source data warehousing models have a lot of advantages, the ability to scale horizontally and cheaply among them, but traditional warehousing techniques have their strengths as well, said Vipul Sharma, principle software engineer and engineering manager at Eventbrite, at Structure:Data. <img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=gigaom.com&#038;blog=14960843&#038;post=502905&#038;subd=gigaom2&#038;ref=&#038;feed=1" width="1" height="1" />]]></description>
				<content:encoded><![CDATA[<p></p><div id="attachment_503316" class="wp-caption alignleft" style="width: 310px"><a href="http://gigaom2.files.wordpress.com/2012/03/1z5o3291.jpg"><img src="http://gigaom2.files.wordpress.com/2012/03/1z5o3291.jpg?w=300&#038;h=200" alt="Vipul Sharma of Eventbrite at Structure:Data 2012" title="Vipul Sharma of Eventbrite at Structure:Data 2012" width="300" height="200" class="size-medium wp-image-503316"></a><p class="wp-caption-text">(c) 2012 Pinar Ozger. pinar@pinarozger.com</p></div>Open source data warehousing models have a lot of advantages, the ability to scale horizontally and cheaply among them, but traditional warehousing techniques have their strengths as well, said Vipul Sharma, principal software engineer and engineering manager at Eventbrite, which itself manages terabytes of event and user information and uses a combination of MySQL and Hadoop databases, at GigaOM’s <a href="http://event.gigaom.com/structuredata?utm_source=tech&amp;utm_medium=editorial&amp;utm_campaign=intext&amp;utm_term=502905+eventbrite-structure-data-2012&amp;utm_content=kfitchard">Structure:Data</a>.
<p><a href="http://gigaom.com/cloud/what-it-really-means-when-someone-says-hadoop/">Open source solutions like the Hadoop</a> distributed file system and HBase NoSQL database are justifiably the hot platforms in data warehousing, but MySQL and other more traditional enterprise data warehousing may still be optimal if a company has a good understanding of where it needs to scale and has big focus on security and reporting.</p>
<p>Hadoop’s open source community still hasn’t worked out the security kinks, and building the dashboards around reporting tools in Hadoop and Hbase is quite difficult, Sharma said. Security and reporting in enterprise data warehouse platforms are much better developed, he said.</p>
<p>Sharma also cautioned companies that they must be willing to <a href="http://gigaom.com/cloud/hadoop-aint-all-that/">commit manpower to support their Hadoop clusters</a>, otherwise they’re better off using a traditional warehouse solution.</p>
<p>“Since [Hadoop and Hbase] are very new, the entire code base has to mature a lot,” Sharma said. “So you end up having to do a lot of debugging yourself. You end up getting into the code base to understand what’s going on. … If you’re not willing to invest in a team around it, then probably Hadoop is not the best for you because the ecosystem is still maturing.”</p>
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<br />  <img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=gigaom.com&#038;blog=14960843&#038;post=502905&#038;subd=gigaom2&#038;ref=&#038;feed=1" width="1" height="1" /><p><a href="http://pubads.g.doubleclick.net/gampad/jump?iu=/1008864/GigaOM_RSS_300x250&#038;sz=300x250&#038;c=879578"><img src="http://pubads.g.doubleclick.net/gampad/ad?iu=/1008864/GigaOM_RSS_300x250&#038;sz=300x250&#038;c=879578" /></a></p><p><strong>Related research and analysis from GigaOM Pro:</strong><br />Subscriber content. <a href="http://pro.gigaom.com/?utm_source=tech&utm_medium=editorial&utm_campaign=auto3&utm_term=502905+eventbrite-structure-data-2012&utm_content=kfitchard">Sign up for a free trial</a>.</p><ul><li><a href="http://pro.gigaom.com/2012/06/cloud-computing-infrastructure-2012-and-beyond/?utm_source=tech&utm_medium=editorial&utm_campaign=auto3&utm_term=502905+eventbrite-structure-data-2012&utm_content=kfitchard">Cloud computing infrastructure: 2012 and beyond</a></li><li><a href="http://pro.gigaom.com/2012/03/a-near-term-outlook-for-big-data/?utm_source=tech&utm_medium=editorial&utm_campaign=auto3&utm_term=502905+eventbrite-structure-data-2012&utm_content=kfitchard">A near-term outlook for big data</a></li><li><a href="http://pro.gigaom.com/2012/01/infrastructure-q4-big-data-gets-bigger-and-saas-startups-shine/?utm_source=tech&utm_medium=editorial&utm_campaign=auto3&utm_term=502905+eventbrite-structure-data-2012&utm_content=kfitchard">Infrastructure Q4: Big data gets bigger and SaaS startups shine</a></li></ul>]]></content:encoded>
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			<media:title type="html">Vipul Sharma of Eventbrite at Structure:Data 2012</media:title>
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