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	<title>GigaOM &#187; data visualization</title>
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		<title>GigaOM &#187; data visualization</title>
		<link>http://gigaom.com</link>
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		<title>SAP renames Visual Intelligence &#8220;Lumira&#8221; and sticks it in the cloud</title>
		<link>http://gigaom.com/2013/05/13/sap-renames-visual-intelligence-lumira-and-sticks-it-in-the-cloud/</link>
		<comments>http://gigaom.com/2013/05/13/sap-renames-visual-intelligence-lumira-and-sticks-it-in-the-cloud/#comments</comments>
		<pubDate>Mon, 13 May 2013 10:53:10 +0000</pubDate>
		<dc:creator>David Meyer</dc:creator>
				<category><![CDATA[analytics]]></category>
		<category><![CDATA[BI]]></category>
		<category><![CDATA[Business Intelligence]]></category>
		<category><![CDATA[BusinessObjects]]></category>
		<category><![CDATA[data visualization]]></category>
		<category><![CDATA[Dropbox]]></category>
		<category><![CDATA[SAP]]></category>
		<category><![CDATA[SAP HANA]]></category>

		<guid isPermaLink="false">http://gigaom.com/?p=644497</guid>
		<description><![CDATA[The software giant's "project Photon" seems to be materializing in the form of Lumira, which promises self-service data visualization in the cloud. It remains to be seen how this can co-exist with SAP's BI OnDemand, though.<img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=gigaom.com&#038;blog=14960843&#038;post=644497&#038;subd=gigaom2&#038;ref=&#038;feed=1" width="1" height="1" />]]></description>
				<content:encoded><![CDATA[<p>SAP really is <a href="http://gigaom.com/2013/05/07/sap-to-world-were-a-cloud-company-no-really/">pushing hard on this cloud thing</a>. Days after the German business software giant announced plans to put its HANA in-memory database into the cloud, it has done the same with its Visual Intelligence product, now renamed &#8220;Lumira&#8221; (SAP dearly loves renaming its products, and this time it&#8217;s gone for <a href="http://scn.sap.com/community/visual-intelligence/blog/2013/05/10/sap-lumira-why-did-we-change-yet-another-perfectly-good-bi-product-name">&#8220;a more human-friendly yet Google-ready name&#8221;</a>).</p>
<p><a href="http://www54.sap.com/pc/analytics/business-intelligence/software/data-visualization/cloud.html">Lumira Cloud</a> supposedly gives SAP an answer to the <a href="http://gigaom.com/2013/04/07/we-need-a-data-democracy-not-a-benevolent-data-dictatorship/">recent explosion</a> in the cloud-based, self-service data visualization offerings. The HTML5-built BI service comes with a &#8220;monthly&#8221; subscription fee (albeit one that can only be ordered in annual chunks) and lets its users publish and share data visualizations with one another for viewing or editing on desktop or mobile devices.</p>
<p>SAP Lumira Cloud appears to be more an Dropbox-ish add-on for the desktop version of Lumira than a cloud-based replacement, but it does also allow the creation of datasets from Excel documents. The service, which integrates with on-premise data and naturally supports HANA, can also be used to share SAP BusinessObjects Design Studio files and SAP Crystal Reports documents.</p>
<p>This release appears to be the culmination of what SAP has been previously <a href="http://scn.sap.com/community/business-intelligence/blog/2013/04/08/cloud-analytics-is-all-smoke-and-no-fire">referring to as &#8220;project Photon&#8221;</a> – supposedly the company&#8217;s &#8220;true departmental self-service BI offering.&#8221; The issue here, of course, is the monumental and somewhat confusing nature of the company&#8217;s portfolio. After all, doesn&#8217;t SAP already do this SME-courting, departmental analytics stuff through its BusinessObjects BI OnDemand product?</p>
<p>Try visiting <a href="www.sap.com/solutions/sapbusinessobjects/ondemand/‎">at least one</a> of the BI OnDemand product pages and you&#8217;ll be taken through to the Lumira page. Look at the <a href="http://scn.sap.com/docs/DOC-41354">Lumira Cloud FAQs</a> and you&#8217;ll be told that BI OnDemand will continue to run &#8220;in parallel&#8221; to Lumira Cloud, but also that OnDemand customers can contact their account representative &#8220;to discuss the best timing and strategy&#8221; for migrating to the new service.</p>
<p>Perhaps this less-than-clear situation presages a simplification of SAP&#8217;s portfolio – no doubt more will be revealed at the company&#8217;s SAPPHIRE NOW conference this week. If it doesn&#8217;t, customers in search of next-generation data visualization tools have <a href="http://gigaom.com/2013/04/07/we-need-a-data-democracy-not-a-benevolent-data-dictatorship/">many far more straightforward options</a> to check out.</p>
<br />  <img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=gigaom.com&#038;blog=14960843&#038;post=644497&#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=758582"><img src="http://pubads.g.doubleclick.net/gampad/ad?iu=/1008864/GigaOM_RSS_300x250&#038;sz=300x250&#038;c=758582" /></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=644497+sap-renames-visual-intelligence-lumira-and-sticks-it-in-the-cloud&utm_content=superglaze">Sign up for a free trial</a>.</p><ul><li><a href="http://pro.gigaom.com/2012/12/big-data-2013-key-trends-and-companies-to-watch/?utm_source=data&utm_medium=editorial&utm_campaign=auto3&utm_term=644497+sap-renames-visual-intelligence-lumira-and-sticks-it-in-the-cloud&utm_content=superglaze">Big data 2013: key trends and companies to watch</a></li><li><a href="http://pro.gigaom.com/2012/04/sector-roadmap-hadoop-platforms-2012/?utm_source=data&utm_medium=editorial&utm_campaign=auto3&utm_term=644497+sap-renames-visual-intelligence-lumira-and-sticks-it-in-the-cloud&utm_content=superglaze">2012: The Hadoop infrastructure market booms</a></li><li><a href="http://pro.gigaom.com/2012/04/infrastructure-q1-cloud-and-big-data-woo-the-enterprise/?utm_source=data&utm_medium=editorial&utm_campaign=auto3&utm_term=644497+sap-renames-visual-intelligence-lumira-and-sticks-it-in-the-cloud&utm_content=superglaze">Infrastructure Q1: Cloud and big data woo enterprises</a></li></ul>]]></content:encoded>
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		<title>Four ways data scientists are using digital art to humanize data</title>
		<link>http://gigaom.com/2013/05/01/four-ways-data-scientists-are-using-digital-art-to-humanize-data/</link>
		<comments>http://gigaom.com/2013/05/01/four-ways-data-scientists-are-using-digital-art-to-humanize-data/#comments</comments>
		<pubDate>Wed, 01 May 2013 16:10:06 +0000</pubDate>
		<dc:creator>Amanda Alvarez</dc:creator>
				<category><![CDATA[big data]]></category>
		<category><![CDATA[data science]]></category>
		<category><![CDATA[data visualization]]></category>

		<guid isPermaLink="false">http://gigaom.com/?p=641094</guid>
		<description><![CDATA[The growing pains of big data were apparent at the Data 2.0 Summit on Tuesday in San Francisco. Here is a selection of visualization tools that came up at the meeting.<img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=gigaom.com&#038;blog=14960843&#038;post=641094&#038;subd=gigaom2&#038;ref=&#038;feed=1" width="1" height="1" />]]></description>
				<content:encoded><![CDATA[<p>The growing pains of big data were apparent at the <a href="http://data2summit.com/">Data 2.0 Summit </a>on Tuesday in San Francisco.</p>
<p>During one panel, the assertion that data science is dead was indeed debated. Along with the habitual tension between end user requirements for businesses and consumers and the “elitist” ideas of data scientists and engineers, other themes explored included increasing accessibility to data, as well as changing behaviors and encouraging better decision-making with data. Everyone from sales and marketing people to fitness enthusiasts, it turns out, can be motivated by pretty pictures.</p>
<p>As IBM’s Alah Keahey put it during a panel, “there is a hunger for friendly data,” and visualization can help to humanize those threatening terabytes. Here are a selection of new, and new-to-us, visualization tools that came up at the meeting.</p>
<p><strong>Bringing climate change home: <a href="http://databasin.org/">Databasin.org</a></strong></p>
<p style="text-align:left;">A mapping and analytics platform from the Conservation Biology Institute that has 10,000 datasets on everything you need to understand how extreme weather will impact natural resources, renewable energy, and endangered species. Here is <a href="http://databasin.org/datasets/638a938ba0f84e238b342337f7616ecd">one projection</a> of maximum temperatures in 2080.</p>
<p style="text-align:left;"><img  alt="world-map-climate-change-databasin" src="http://gigaom2.files.wordpress.com/2013/04/world-map-climate-change-databasin.png?w=367&#038;h=258" width="367" height="258" class="aligncenter  wp-image-641097" /></p>
<p><strong><a href="http://www.sparkvis.com/">Sparkvis</a> by Chloe Fan</strong></p>
<p>This app is for the quantified self junkie who loves to interpret their burned calories as abstract art. The research behind the colorful display of Fitbit (see disclosure) data is explained <a href="http://www.chloefan.com/static/files/2012-UbiComp-Fan.pdf">here</a>. <i>Image via <a href="http://quantifiedself.com/2012/05/spark-visualizing-physical-activity-using-abstract-ambient-art/">QuantifiedSelf.com</a></i></p>
<p><img  alt="sparkvis-fitbit-visualization" src="http://gigaom2.files.wordpress.com/2013/04/sparkvis-fitbit-visualization.png?w=421&#038;h=242" width="421" height="242" class="aligncenter size-medium wp-image-641098" /></p>
<p><strong><a href="http://disqus.com/gravity/">Disqus Gravity</a></strong></p>
<p>The commenting platform’s diverse content is brought together in an interactive and live visualization. Pulling from about 500 sites that use Disqus, Gravity brings together the “small” data of individual comments within the context of 11 content categories. Another visualization, <a href="http://map.labs.disqus.com/">Orbital</a>, shows realtime comments geolocated on a spinning globe.</p>
<p><img  alt="disqus-gravity-visualization" src="http://gigaom2.files.wordpress.com/2013/04/disqus-gravity-visualization.png?w=396&#038;h=231" width="396" height="231" class="aligncenter size-medium wp-image-641103" /></p>
<p><strong><a href="http://www-958.ibm.com/software/analytics/manyeyes/">IBM Many Eyes</a></strong></p>
<p>Originally conceived by visualization guru Martin Wattenberg and colleagues in 2007, Many Eyes lets you plug in any dataset and generate nifty figures. Here, for example, is the <a href="http://www-958.ibm.com/software/analytics/manyeyes/visualizations/distribution-of-us-foreign-aid-ove-3">distribution of U.S. foreign aid</a> over a 60-year period.</p>
<p><img  alt="many-eyes-visualization-foreign-aid" src="http://gigaom2.files.wordpress.com/2013/04/many-eyes-visualization-foreign-aid.png?w=444&#038;h=297" width="444" height="297" class="aligncenter size-medium wp-image-641104" /></p>
<p><em>Disclosure: Fitbit is backed by True Ventures, a venture capital firm that is an investor in the parent company of GigaOM. Om Malik, founder of GigaOM, is also a venture partner at True.</em></p>
<br />  <img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=gigaom.com&#038;blog=14960843&#038;post=641094&#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=269780"><img src="http://pubads.g.doubleclick.net/gampad/ad?iu=/1008864/GigaOM_RSS_300x250&#038;sz=300x250&#038;c=269780" /></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=641094+four-ways-data-scientists-are-using-digital-art-to-humanize-data&utm_content=neuroamanda">Sign up for a free trial</a>.</p><ul><li><a href="http://pro.gigaom.com/2012/12/big-data-2013-key-trends-and-companies-to-watch/?utm_source=data&utm_medium=editorial&utm_campaign=auto3&utm_term=641094+four-ways-data-scientists-are-using-digital-art-to-humanize-data&utm_content=neuroamanda">Big data 2013: key trends and companies to watch</a></li><li><a href="http://pro.gigaom.com/2012/05/the-importance-of-putting-the-u-and-i-in-visualization/?utm_source=data&utm_medium=editorial&utm_campaign=auto3&utm_term=641094+four-ways-data-scientists-are-using-digital-art-to-humanize-data&utm_content=neuroamanda">The importance of putting the U and I in visualization</a></li><li><a href="http://pro.gigaom.com/2012/04/sector-roadmap-hadoop-platforms-2012/?utm_source=data&utm_medium=editorial&utm_campaign=auto3&utm_term=641094+four-ways-data-scientists-are-using-digital-art-to-humanize-data&utm_content=neuroamanda">2012: The Hadoop infrastructure market booms</a></li></ul>]]></content:encoded>
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		<title>Pentaho picks up Webdetails to bring richer visualizations to analytics products</title>
		<link>http://gigaom.com/2013/04/22/pentaho-picks-up-webdetails-to-bring-richer-visualizations-to-analytics-products/</link>
		<comments>http://gigaom.com/2013/04/22/pentaho-picks-up-webdetails-to-bring-richer-visualizations-to-analytics-products/#comments</comments>
		<pubDate>Mon, 22 Apr 2013 12:00:08 +0000</pubDate>
		<dc:creator>Jordan Novet</dc:creator>
				<category><![CDATA[Business analytics]]></category>
		<category><![CDATA[data visualization]]></category>
		<category><![CDATA[pentaho]]></category>
		<category><![CDATA[Webdetails]]></category>

		<guid isPermaLink="false">http://gigaom.com/?p=632842</guid>
		<description><![CDATA[To bolster its data-visualization offerings, business-analytics vendor Pentaho has acquired Webdetails, a design firm that has previously done consulting work for Pentaho.<img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=gigaom.com&#038;blog=14960843&#038;post=632842&#038;subd=gigaom2&#038;ref=&#038;feed=1" width="1" height="1" />]]></description>
				<content:encoded><![CDATA[<p>Business-intelligence provider <a href="http://www.pentaho.com">Pentaho</a> has acquired <a href="http://www.webdetails.pt/">Webdetails</a>, a design-focused consultant that has previously done work for Pentaho. The deal will help Pentaho offer richer visualization tools. Powerful visualization tools are becoming more important as businesses become more data-driven and more employees need access to tools that help them work with and get actionable insights from data.</p>
<p>Terms of the deal were not disclosed.</p>
<p>Portugal-based Webdetails&#8217; 20 or so employees have impressive skills as visual artists and have a sense of how data scientists want to explore data, said CEO Quentin Gallivan said in an interview on Friday. They also have the know-how to produce compelling embedded analytics tools for Pentaho customers. Many customers want embedded analytics to be customized with special user-interface details and custom skins, Gallivan said, &#8220;so it looks exactly like their application. It can&#8217;t look like a (business-intelligence) tool.&#8221;</p>
<p>The Webdetails staff has previously made Pentaho plug-ins such as tools for creating dashboards. The Webdetails employees will also contribute visualization input to the summer and fall releases of Pentaho&#8217;s Instaview feature for analyzing data sets from Hadoop, MongoDB and other sources, Gallivan said.</p>
<p>The data-analytics market has been busy as of late. QlikView hit Nasdaq in 2010, and earlier this month Tableau Software <a href="http://gigaom.com/2013/04/03/a-tableau-ipo-could-validate-the-big-data-visualization-push-or-not/">filed to go public</a>, too. Meanwhile, legacy players such as Microstrategy and SAP have stuck around in the business-intelligence space. To keep adding customers in such a <a href="http://gigaom.com/2012/02/23/thanks-to-consumerization-its-ipo-season-in-analytics/">lively area</a>, other players need to bolster their own offerings and help further <a href="http://gigaom.com/2013/04/07/we-need-a-data-democracy-not-a-benevolent-data-dictatorship/">democratize data</a>. That&#8217;s what seems to be happening with this deal.</p>
<br />  <img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=gigaom.com&#038;blog=14960843&#038;post=632842&#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=138438"><img src="http://pubads.g.doubleclick.net/gampad/ad?iu=/1008864/GigaOM_RSS_300x250&#038;sz=300x250&#038;c=138438" /></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=632842+pentaho-picks-up-webdetails-to-bring-richer-visualizations-to-analytics-products&utm_content=gigajordan">Sign up for a free trial</a>.</p><ul><li><a href="http://pro.gigaom.com/2012/04/sector-roadmap-hadoop-platforms-2012/?utm_source=data&utm_medium=editorial&utm_campaign=auto3&utm_term=632842+pentaho-picks-up-webdetails-to-bring-richer-visualizations-to-analytics-products&utm_content=gigajordan">2012: The Hadoop infrastructure market booms</a></li><li><a href="http://pro.gigaom.com/2012/05/the-importance-of-putting-the-u-and-i-in-visualization/?utm_source=data&utm_medium=editorial&utm_campaign=auto3&utm_term=632842+pentaho-picks-up-webdetails-to-bring-richer-visualizations-to-analytics-products&utm_content=gigajordan">The importance of putting the U and I in visualization</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=632842+pentaho-picks-up-webdetails-to-bring-richer-visualizations-to-analytics-products&utm_content=gigajordan">What&#8217;s driving the next phase of the e-commerce evolution</a></li></ul>]]></content:encoded>
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		<title>A Tableau IPO could validate the big data visualization push &#8212; or not</title>
		<link>http://gigaom.com/2013/04/03/a-tableau-ipo-could-validate-the-big-data-visualization-push-or-not/</link>
		<comments>http://gigaom.com/2013/04/03/a-tableau-ipo-could-validate-the-big-data-visualization-push-or-not/#comments</comments>
		<pubDate>Wed, 03 Apr 2013 18:53:51 +0000</pubDate>
		<dc:creator>Barb Darrow</dc:creator>
				<category><![CDATA[big data]]></category>
		<category><![CDATA[data visualization]]></category>
		<category><![CDATA[QlikView]]></category>
		<category><![CDATA[splunk]]></category>
		<category><![CDATA[Tableau Software]]></category>

		<guid isPermaLink="false">http://gigaom.com/?p=627152</guid>
		<description><![CDATA[Tableau Software is following rival QlikView in an IPO that may show whether or not data visualization as a hot technology category has legs.<img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=gigaom.com&#038;blog=14960843&#038;post=627152&#038;subd=gigaom2&#038;ref=&#038;feed=1" width="1" height="1" />]]></description>
				<content:encoded><![CDATA[<p>When Tableau Software&#8217;s IPO actually happens, it could validate &#8212; or poke a hole in &#8212; the hype bubbling up around <a href="http://gigaom.com/2012/02/23/thanks-to-consumerization-its-ipo-season-in-analytics/">data visualization</a>, a market segment some experts predict will hit <a href="http://gigaom.com/2012/07/11/idc-analytics-a-51b-business-by-2016-thanks-to-big-data/">$51 billion within three years</a>.</p>
<p>Tuesday, Seattle-based <a href="http://www.tableausoftware.com/">Tableau</a> filed for an IPO with an initial &#8220;placeholder&#8221; value of up to $150 million. Unlike many tech companies going this route, Tableau is profitable, with net income of $2.7 million in 2010, $3.4 million in 2011, and $1.6 million in 2012. Its revenue more than doubled last year to $127 million. It also boasts an impressive <a href="http://www.tableausoftware.com/about/customers">customer list</a> including Bank of America, Barclays, Pfizer, Goldman Sachs and others.</p>
<p>Total venture funding for the company, which will trade on the NYSE under the ticker symbol &#8220;DATA,&#8221; stands at $15 million in two rounds, both from NEA.</p>
<p>Tableau is not the first new-look data visualization company to go public.  Competitor <a href="http://qlikview.com/">QlikView</a> went public in July 2010 at $15 per share and is now trading at $24.70. Splunk, which analyzes and visualizes machine data, <a href="http://gigaom.com/2012/04/19/splunk-ipo-kills-lives-up-to-expectations/">went public last August </a>at $17 per share and is now trading at just over $39 per share.</p>
<p>The company&#8217;s challenge going forward will be to keep up the pace it has set thus far with its &#8220;80+ percent year-over-year growth,&#8221; said Ovum analyst Fredric Tunvall.  The company will clearly need to keep investing and it may be hard to manage shareholder expectations based on past performance, he said in a statement.</p>
<p>At the same time it must add more advanced and richer analytics to the mix and factor in back-end data management capabilities including data integration, data quality and master data management, Tunvall added in a research note.</p>
<p><a href="http://qlikview.com/"> </a></p>
<p><a href="http://ycharts.com/companies/QLIK/chart#series=agg:last,units:,freq:,calc:price,type:company,id:QLIKVIEW,,agg:last,units:,freq:,calc:price,type:company,id:QLIK,,agg:last,units:,freq:,calc:price,type:company,id:SPLK&amp;maxPoints=610&amp;zoom=1&amp;format=real"><img alt="QLIK Chart" src="http://media.ycharts.com/charts/633bfd64ca060d312be70fd22e406035.png" class="" /></a></p>
<p style="font-size:10px;"><a href="http://ycharts.com/companies/QLIK">QLIK</a> data by <a href="http://ycharts.com">YCharts</a></p>
<br />  <img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=gigaom.com&#038;blog=14960843&#038;post=627152&#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=524036"><img src="http://pubads.g.doubleclick.net/gampad/ad?iu=/1008864/GigaOM_RSS_300x250&#038;sz=300x250&#038;c=524036" /></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=627152+a-tableau-ipo-could-validate-the-big-data-visualization-push-or-not&utm_content=gigabarb">Sign up for a free trial</a>.</p><ul><li><a href="http://pro.gigaom.com/2012/12/big-data-2013-key-trends-and-companies-to-watch/?utm_source=data&utm_medium=editorial&utm_campaign=auto3&utm_term=627152+a-tableau-ipo-could-validate-the-big-data-visualization-push-or-not&utm_content=gigabarb">Big data 2013: key trends and companies to watch</a></li><li><a href="http://pro.gigaom.com/2012/04/sector-roadmap-hadoop-platforms-2012/?utm_source=data&utm_medium=editorial&utm_campaign=auto3&utm_term=627152+a-tableau-ipo-could-validate-the-big-data-visualization-push-or-not&utm_content=gigabarb">2012: The Hadoop infrastructure market booms</a></li><li><a href="http://pro.gigaom.com/2012/11/real-%c2%adtime-query-for-hadoop-democratizes-access-to-big-data-analytics/?utm_source=data&utm_medium=editorial&utm_campaign=auto3&utm_term=627152+a-tableau-ipo-could-validate-the-big-data-visualization-push-or-not&utm_content=gigabarb">Real-­time query for Hadoop democratizes access to big data analytics</a></li></ul>]]></content:encoded>
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		<title>Want a map of the internet? There&#8217;s an app for that.</title>
		<link>http://gigaom.com/2013/03/06/want-a-map-of-the-internet-theres-an-app-for-that/</link>
		<comments>http://gigaom.com/2013/03/06/want-a-map-of-the-internet-theres-an-app-for-that/#comments</comments>
		<pubDate>Wed, 06 Mar 2013 21:02:43 +0000</pubDate>
		<dc:creator>Stacey Higginbotham</dc:creator>
				<category><![CDATA[data visualization]]></category>
		<category><![CDATA[Internet]]></category>
		<category><![CDATA[map]]></category>
		<category><![CDATA[peer1]]></category>
		<category><![CDATA[traceroute]]></category>

		<guid isPermaLink="false">http://gigaom.com/?p=617449</guid>
		<description><![CDATA[Most geeks like maps, and if it happens to be an interactive maps of the internet, then that's just even better. Peer1 has released an app showing how everyone is connected.<img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=gigaom.com&#038;blog=14960843&#038;post=617449&#038;subd=gigaom2&#038;ref=&#038;feed=1" width="1" height="1" />]]></description>
				<content:encoded><![CDATA[<p>The folks at Peer1, the hosting provider, have my number. They just released a map of the Internet that combines <a href="http://gigaom.com/2013/01/31/here-be-cables-an-old-school-map-of-undersea-internet-pipes/">my love of cartography and connectivity</a> in one beautiful mash up of pixels. The app is pretty simple, and shows the connections between bandwidth providers around the world.</p>
<p>It&#8217;s an update to the a <a href="http://gigaom.com/2011/03/01/check-out-this-beautiful-map-of-the-internet/">physical map Peer1 did in 2011</a>, that was also awesome, but thanks to the <a href="https://play.google.com/store/apps/details?id=com.peer1.internetmap">Android</a> and <a href="https://itunes.apple.com/us/app/map-internet-by-peer-1-hosting/id605924222?mt=8">iOS apps</a> you can now play around with the map in a global view or a network view. The global view is like one of those satellite images of city lights at night with glowing dots representing connections. The network view is a bit more esoteric, clustering those with the most connections at one end.</p>
<div id="attachment_617469" class="wp-caption aligncenter" style="width: 718px"><a href="http://gigaom2.files.wordpress.com/2013/03/img_0276.png"><img  alt="The network view." src="http://gigaom2.files.wordpress.com/2013/03/img_0276.png?w=708&#038;h=531" width="708" height="531" class="size-large wp-image-617469" /></a><p class="wp-caption-text">The network view.</p></div>
<p>It&#8217;s pretty basic, focusing mostly on the names of the players and how many connections they have to others on the net. For example it shows Hurricane Electric and Level 3 with more than a thousand connections to other peers while Google has 59. Apple and Facebook have 32 and 17 respectively. The app also allows you to perform a <a href="http://en.wikipedia.org/wiki/Traceroute">traceroute</a> to measure how long it takes packets to traverse the networks, but that function wasn&#8217;t working on the iOS version I downloaded.</p>
<div id="attachment_617471" class="wp-caption aligncenter" style="width: 718px"><a href="http://gigaom2.files.wordpress.com/2013/03/img_0279.png"><img  alt="A global view with provider info." src="http://gigaom2.files.wordpress.com/2013/03/img_0279.png?w=708&#038;h=531" width="708" height="531" class="size-large wp-image-617471" /></a><p class="wp-caption-text">A global view with provider info.</p></div>
<p>There&#8217;s also a little timeline where you can watch how the internet spreads with more providers and connection points popping up. As for why Peer1 did an app instead of a poster or even a web site, Rajan Sodhi of PEER 1 said via email:</p>
<blockquote id="quote-%e2%80%9cwe-decided-"><p>“We decided to go with a mobile app for phones and tablets because we wanted to take advantage of the human gesturing – tapping, pinching, swiping, panning, rotating, etc – to make a more interactive and immersive experience for the user. The internet is complex, as the user can see, and we want to simplify or humanize it to make it more understandable.&#8221;</p></blockquote>
<p>I can&#8217;t wait to show my daughter as just one more way to explain how we&#8217;re all connected using the internet. This isn&#8217;t an app you&#8217;d use every day, but it is a beautiful way to show someone what the internet looks like.</p>
<br />  <img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=gigaom.com&#038;blog=14960843&#038;post=617449&#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=418010"><img src="http://pubads.g.doubleclick.net/gampad/ad?iu=/1008864/GigaOM_RSS_300x250&#038;sz=300x250&#038;c=418010" /></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=617449+want-a-map-of-the-internet-theres-an-app-for-that&utm_content=shigginbotham">Sign up for a free trial</a>.</p><ul><li><a href="http://pro.gigaom.com/2011/11/connected-world-the-consumer-technology-revolution/?utm_source=tech&utm_medium=editorial&utm_campaign=auto3&utm_term=617449+want-a-map-of-the-internet-theres-an-app-for-that&utm_content=shigginbotham">Connected world: the consumer technology revolution</a></li><li><a href="http://pro.gigaom.com/2011/09/what-amazons-new-kindle-line-means-for-apple-netflix-and-online-media/?utm_source=tech&utm_medium=editorial&utm_campaign=auto3&utm_term=617449+want-a-map-of-the-internet-theres-an-app-for-that&utm_content=shigginbotham">What Amazon&#8217;s new Kindle line means for Apple, Netflix and online media</a></li><li><a href="http://pro.gigaom.com/2011/01/bluetooth-to-feel-blue-as-personal-area-network-battles-loom/?utm_source=tech&utm_medium=editorial&utm_campaign=auto3&utm_term=617449+want-a-map-of-the-internet-theres-an-app-for-that&utm_content=shigginbotham">Bluetooth to Feel Blue as Personal Area Network Battles Loom</a></li></ul>]]></content:encoded>
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		<title>Big data 2013: key trends and companies to watch</title>
		<link>http://pro.gigaom.com/2012/12/big-data-2013-key-trends-and-companies-to-watch/</link>
		<comments>http://pro.gigaom.com/2012/12/big-data-2013-key-trends-and-companies-to-watch/#comments</comments>
		<pubDate>Wed, 26 Dec 2012 16:55:31 +0000</pubDate>
		<dc:creator><a href="http://pro.gigaom.com/members/jomaitland/" rel="author">Jo Maitland</a></dc:creator>
				<category><![CDATA[Uncategorized]]></category>
		<category><![CDATA[Amazon Web Services]]></category>
		<category><![CDATA[AutoGrid]]></category>
		<category><![CDATA[aws]]></category>
		<category><![CDATA[big data]]></category>
		<category><![CDATA[BitYota]]></category>
		<category><![CDATA[Business Intelligence]]></category>
		<category><![CDATA[Cloud Computing]]></category>
		<category><![CDATA[Cloudera]]></category>
		<category><![CDATA[data visualization]]></category>
		<category><![CDATA[data warehousing as a service]]></category>
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		<category><![CDATA[enterprise IT]]></category>
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		<category><![CDATA[Hadoop]]></category>
		<category><![CDATA[IBM]]></category>
		<category><![CDATA[Information technology management]]></category>
		<category><![CDATA[Mapr]]></category>
		<category><![CDATA[NewSQL]]></category>
		<category><![CDATA[NoSQL]]></category>
		<category><![CDATA[Oracle]]></category>
		<category><![CDATA[rdbms]]></category>
		<category><![CDATA[relational database management systems]]></category>
		<category><![CDATA[Risk I/O]]></category>
		<category><![CDATA[saas]]></category>
		<category><![CDATA[SAP]]></category>
		<category><![CDATA[software as a service]]></category>
		<category><![CDATA[splunk]]></category>
		<category><![CDATA[SumoLogic]]></category>
		<category><![CDATA[Teradata]]></category>
		<category><![CDATA[Treasure Data]]></category>
		<category><![CDATA[Trifecta]]></category>
		<category><![CDATA[Vitria]]></category>
		<category><![CDATA[Zettics]]></category>
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		<guid isPermaLink="false">http://pro.gigaom.com/?p=164273</guid>
		<description><![CDATA[Besides the skyrocketing growth of data itself, there are several key technology trends we will be watching in 2013. That list includes a renaissance in the database market, next-generation SaaS-based BI and visualization tools, and data warehousing as a service. <img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=gigaom.com&#038;blog=14960843&#038;post=597114&#038;subd=gigaom2&#038;ref=&#038;feed=1" width="1" height="1" />]]></description>
				<content:encoded><![CDATA[<p>Besides the skyrocketing growth of data itself, there are several key technology trends we will be watching in 2013. That list includes a renaissance in the database market, next-generation SaaS-based BI and visualization tools, and data warehousing as a service. This report examines these trends and others, as well as the companies making a difference in big data that are worth watching as the industry moves into the next year.</p>
<br />  <img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=gigaom.com&#038;blog=14960843&#038;post=597114&#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=327619"><img src="http://pubads.g.doubleclick.net/gampad/ad?iu=/1008864/GigaOM_RSS_300x250&#038;sz=300x250&#038;c=327619" /></a></p><p><strong>Related research and analysis from GigaOM Pro:</strong><br />Subscriber content. <a href="http://pro.gigaom.com/?utm_source=pro&utm_medium=editorial&utm_campaign=auto3&utm_term=597114+big-data-2013-key-trends-and-companies-to-watch&utm_content=gigaedit">Sign up for a free trial</a>.</p><ul><li><a href="http://pro.gigaom.com/2012/04/infrastructure-q1-cloud-and-big-data-woo-the-enterprise/?utm_source=pro&utm_medium=editorial&utm_campaign=auto3&utm_term=597114+big-data-2013-key-trends-and-companies-to-watch&utm_content=gigaedit">Infrastructure Q1: Cloud and big data woo enterprises</a></li><li><a href="http://pro.gigaom.com/2013/01/cloud-and-data-fourth-quarter-2012-analysis/?utm_source=pro&utm_medium=editorial&utm_campaign=auto3&utm_term=597114+big-data-2013-key-trends-and-companies-to-watch&utm_content=gigaedit">The fourth quarter of 2012 in cloud</a></li><li><a href="http://pro.gigaom.com/2011/03/putting-big-data-to-work-opportunities-for-enterprises/?utm_source=pro&utm_medium=editorial&utm_campaign=auto3&utm_term=597114+big-data-2013-key-trends-and-companies-to-watch&utm_content=gigaedit">Putting Big Data to Work: Opportunities for Enterprises</a></li></ul>]]></content:encoded>
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		<title>How the NYT created its &#8220;512 Paths to the White House&#8221; data tool</title>
		<link>http://gigaom.com/2012/11/09/how-the-nyt-created-its-512-paths-to-the-white-house-data-tool/</link>
		<comments>http://gigaom.com/2012/11/09/how-the-nyt-created-its-512-paths-to-the-white-house-data-tool/#comments</comments>
		<pubDate>Fri, 09 Nov 2012 17:34:25 +0000</pubDate>
		<dc:creator>Laura Hazard Owen</dc:creator>
				<category><![CDATA[data visualization]]></category>
		<category><![CDATA[Election 2012]]></category>
		<category><![CDATA[interactive graphics]]></category>
		<category><![CDATA[paths to the white house]]></category>
		<category><![CDATA[Shan Carter]]></category>
		<category><![CDATA[William Jennings Bryant]]></category>
		<category><![CDATA[William McKinley]]></category>

		<guid isPermaLink="false">http://gigaom.com/?p=582841</guid>
		<description><![CDATA[When the New York Times started working on its electoral calculations tool for the 2012 election, Shan Carter said at the Visualized conference Friday, they decided two things: "It shouldn't include electoral votes or calculations."<img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=gigaom.com&#038;blog=14960843&#038;post=582841&#038;subd=gigaom2&#038;ref=&#038;feed=1" width="1" height="1" />]]></description>
				<content:encoded><![CDATA[<p>When Shan Carter, the New York Times&#8217; interactive graphics editor, started thinking about how to design a new electoral vote calculator for the 2012 election, he decided two things: &#8220;It shouldn&#8217;t include electoral votes or calculations.&#8221;</p>
<p>At the <a href="http://visualized.com/">Visualized Conference</a> in New York City Friday, Carter explained how he and the NYT&#8217;s graphics team came up with their &#8220;<a href="http://elections.nytimes.com/2012/results/president/scenarios">Paths to the White House</a>&#8221; tool. Carter began by looking at past tools the paper had used &#8212; all the way back to the 1896 election, in which William McKinley defeated William Jennings Bryant. The morning after the election, <a href="http://timesmachine.nytimes.com/browser/1896/11/04/P1">the NYT ran a color-coded electoral map on its front page</a>: white states for McKinley, black for Bryant. &#8220;They got some states wrong,&#8221; Carter said, but &#8220;everyone knows how to read this.&#8221;</p>
<p><a href="http://gigaom.com/2012/11/09/how-the-nyt-created-its-512-paths-to-the-white-house-data-tool/screen-shot-2012-11-09-at-12-01-56-pm/" rel="attachment wp-att-582859"><img  title="new york times paths to the white house tool" alt="" src="http://gigaom2.files.wordpress.com/2012/11/screen-shot-2012-11-09-at-12-01-56-pm.png?w=604&#038;h=369" height="369" width="604" class="alignleft size-large wp-image-582859" /></a>There are several problems with color-coded electoral maps, though, Carter said. First, there&#8217;s the &#8220;area problem&#8221; (many states that are large in geographic size have a small number of electoral votes). The maps may also look very similar across elections even when the results are different. Carter showed red and blue electoral maps from the past four elections and at a glance they all look the same. If you make a color-coded map more interactive &#8212; allowing a user to click a state and fill it with a new color, for example &#8212; that overrides any information the New York Times has added: &#8220;The more you use it, the less useful it is.&#8221; Finally, Carter said, these maps are just &#8220;boring&#8221; and &#8220;not very fun.&#8221; (Which isn&#8217;t to say that the NYT abandoned them completely &#8212; the &#8220;President Map&#8221; illustrating this post is another tool the paper offered this year.)</p>
<p>Carter and the graphics team ultimately came up with &#8220;512 Paths to the White House&#8221; (when he showed it on the projector, the audience cheered). Users could create their own paths. &#8220;We struggle a lot with stepping people through things or letting them explore themselves,&#8221; Carter said. The NYT decided that users could test their own paths, but there were annotations for highlighted paths at the bottom of the page to help them get context.</p>
<p><em>Disclosure: GigaOM is a media partner for the Visualized Conference.</em></p>
<br />  <img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=gigaom.com&#038;blog=14960843&#038;post=582841&#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=781159"><img src="http://pubads.g.doubleclick.net/gampad/ad?iu=/1008864/GigaOM_RSS_300x250&#038;sz=300x250&#038;c=781159" /></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=582841+how-the-nyt-created-its-512-paths-to-the-white-house-data-tool&utm_content=laurahowen38">Sign up for a free trial</a>.</p><ul><li><a href="http://pro.gigaom.com/2012/05/how-to-navigate-the-new-world-of-digital-advertising/?utm_source=tech&utm_medium=editorial&utm_campaign=auto3&utm_term=582841+how-the-nyt-created-its-512-paths-to-the-white-house-data-tool&utm_content=laurahowen38">How to navigate the new world of digital advertising</a></li><li><a href="http://pro.gigaom.com/2011/12/whats-driving-the-next-phase-of-the-e-commerce-evolution/?utm_source=tech&utm_medium=editorial&utm_campaign=auto3&utm_term=582841+how-the-nyt-created-its-512-paths-to-the-white-house-data-tool&utm_content=laurahowen38">What&#8217;s driving the next phase of the e-commerce evolution</a></li><li><a href="http://pro.gigaom.com/2011/11/connected-world-the-consumer-technology-revolution/?utm_source=tech&utm_medium=editorial&utm_campaign=auto3&utm_term=582841+how-the-nyt-created-its-512-paths-to-the-white-house-data-tool&utm_content=laurahowen38">Connected world: the consumer technology revolution</a></li></ul>]]></content:encoded>
			<wfw:commentRss>http://gigaom.com/2012/11/09/how-the-nyt-created-its-512-paths-to-the-white-house-data-tool/feed/</wfw:commentRss>
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		<title>Infogr.am tries to keep the ugly out of graphic design</title>
		<link>http://gigaom.com/2012/10/16/infogr-am-tries-to-keep-the-ugly-out-of-graphic-design/</link>
		<comments>http://gigaom.com/2012/10/16/infogr-am-tries-to-keep-the-ugly-out-of-graphic-design/#comments</comments>
		<pubDate>Tue, 16 Oct 2012 21:50:34 +0000</pubDate>
		<dc:creator>Rani Molla</dc:creator>
				<category><![CDATA[data]]></category>
		<category><![CDATA[data visualization]]></category>
		<category><![CDATA[graphic design]]></category>
		<category><![CDATA[Infogr.am]]></category>

		<guid isPermaLink="false">http://gigaom.com/?p=573541</guid>
		<description><![CDATA[The number of free tools available to novice graphic designers has grown in recent years. GigaOM's editorial producer Rani Molla tries out the latest, Infogr.am.<img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=gigaom.com&#038;blog=14960843&#038;post=573541&#038;subd=gigaom2&#038;ref=&#038;feed=1" width="1" height="1" />]]></description>
				<content:encoded><![CDATA[<p>Sites of all kinds are pushing to be more visual, and there are a growing number of tools that make that possible without exhausting huge amounts of money or time, from IBM&#8217;s <a href="http://www-958.ibm.com/software/data/cognos/manyeyes/">Many Eyes</a>, to other free programs like <a href="http://www.tableausoftware.com/public/">Tableau Public</a> and Google <a href="http://www.google.com/fusiontables/Home/">Fusion Tables</a> or <a href="http://piktochart.com/">Piktochart</a>.</p>
<p>The problem with much of that software, however, is that it puts design into the hands of people who aren&#8217;t designers. The result: A lot of heinous color combinations and 3-D pie charts.</p>
<p><a href="http://infogr.am/beta/">Infogr.am</a>, which launched in beta this week, is aiming to fix that problem. Basically, Infogr.am&#8217;s designers design—and the rest of us just insert the information we want to visualize. The Latvia-based startup offers 20 free animated and embeddable infographic and chart templates. Much like Google&#8217;s Fusion Tables, Infogr.am provides templates complete with data showing a best-use scenario. But unlike Fusion Tables, Infogr.am provides an easy way to combine charts, video, maps and images into an overall cohesive design.</p>
<p>The founder of Infogr.am, Uldis Leiterts, admits Infogr.am has some kinks, and I noticed a few of them when I tried out the service: Switching between charts on an infographic can be cumbersome (but doing so can also be cumbersome on the markedly more expensive Adobe Illustrator); the rows and columns within spreadsheets aren&#8217;t as easy to move around as they are on Excel or even Google; and it&#8217;s difficult to see each separate graphic as you&#8217;re building it because all the graphics and media stack on top of each other</p>
<p>But despite these wrinkles, the resulting infographics are very attractive.</p>
<p><a href="http://gigaom2.files.wordpress.com/2012/10/infogr-am.png"><img  title="infogr.am" alt="" src="http://gigaom2.files.wordpress.com/2012/10/infogr-am.png?w=300&#038;h=187" height="187" width="300" class="alignleft size-medium wp-image-574215" /></a></p>
<p>Part of Infogr.am&#8217;s charm is it doesn&#8217;t offer many opportunities to screw up. The program is highly customizable with the data and media one can add, but it limits design options to given themes and styles, which in my opinion prevents some serious design mishaps. For example, one can&#8217;t (as of now) change the font. While that might seem unfortunate to people who want to express themselves through typography, the fonts as they are match their design templates—so no garish, mismatched font families.</p>
<p>After all, the basic point of creating graphics is to be able to communicate information clearly and easily. While good fonts can improve the user experience, bad ones can hurt it—using the fonts that come with the templates is safe.</p>
<p>&#8220;It&#8217;s designed in a way that you can&#8217;t make anything ugly,&#8221; said Leiterts, a graphic designer who worked for 10 years at Latvian news organizations. &#8220;It&#8217;s built for simplicity so we are careful in adding features that can pollute the experience with too many options.&#8221;</p>
<p>Here&#8217;s how it works: You pick a template, insert or upload your data through a built-in spreadsheet, add extra charts and media where necessary, and type in the appropriate text. The infographic is instantly publishable on social media or on your own website with an embed code.</p>
<p>Using the stock data examples on Infogr.am, I made this in five minutes.</p>
<p><iframe style="border: none;" src="http://infogr.am/1350420403-rani-molla_1350420403" height="300" width="620"></iframe></p>
<p>While the basic tools will remain free, to generate revenue, Leiterts plans to offer a &#8220;really affordable&#8221; premium subscription-based portion of Infogr.am targeted at online publishers. Hopefully the premium addition won&#8217;t add too many frills.</p>
<br />  <img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=gigaom.com&#038;blog=14960843&#038;post=573541&#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=870151"><img src="http://pubads.g.doubleclick.net/gampad/ad?iu=/1008864/GigaOM_RSS_300x250&#038;sz=300x250&#038;c=870151" /></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=573541+infogr-am-tries-to-keep-the-ugly-out-of-graphic-design&utm_content=ranimolla">Sign up for a free trial</a>.</p><ul><li><a href="http://pro.gigaom.com/2011/11/connected-world-the-consumer-technology-revolution/?utm_source=tech&utm_medium=editorial&utm_campaign=auto3&utm_term=573541+infogr-am-tries-to-keep-the-ugly-out-of-graphic-design&utm_content=ranimolla">Connected world: the consumer technology revolution</a></li><li><a href="http://pro.gigaom.com/2012/08/flash-analysis-is-twitter-on-the-cusp-of-building-a-business/?utm_source=tech&utm_medium=editorial&utm_campaign=auto3&utm_term=573541+infogr-am-tries-to-keep-the-ugly-out-of-graphic-design&utm_content=ranimolla">Readers weigh in: future prospects for Twitter</a></li><li><a href="http://pro.gigaom.com/2011/12/defining-work-in-the-digital-age-an-analysis-by-gigaom-pro/?utm_source=tech&utm_medium=editorial&utm_campaign=auto3&utm_term=573541+infogr-am-tries-to-keep-the-ugly-out-of-graphic-design&utm_content=ranimolla">Defining work in the digital age: an analysis by GigaOM Pro</a></li></ul>]]></content:encoded>
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		<title>At Facebook, cache is king. Here&#8217;s how it keeps it up.</title>
		<link>http://gigaom.com/2012/09/19/at-facebook-cache-is-king-heres-how-it-keeps-it-up/</link>
		<comments>http://gigaom.com/2012/09/19/at-facebook-cache-is-king-heres-how-it-keeps-it-up/#comments</comments>
		<pubDate>Wed, 19 Sep 2012 18:00:04 +0000</pubDate>
		<dc:creator>Stacey Higginbotham</dc:creator>
				<category><![CDATA[Claspin]]></category>
		<category><![CDATA[data visualization]]></category>
		<category><![CDATA[Facebook]]></category>
		<category><![CDATA[Memcache]]></category>

		<guid isPermaLink="false">http://gigaom.com/?p=564314</guid>
		<description><![CDATA[Facebook had a problem ensuring that its tens of thousands of caching servers were performing at their peak. If they bogged down, so did that site. So Facebook created Claspin, a heat map of the health of its caches that builds on its institutional knowledge. <img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=gigaom.com&#038;blog=14960843&#038;post=564314&#038;subd=gigaom2&#038;ref=&#038;feed=1" width="1" height="1" />]]></description>
				<content:encoded><![CDATA[<p>Facebook&#8217;s engineering team has created a tool to help determine how well cache stores are performing at the social networking giant. The tool, dubbed Claspin, is detailed on a Facebook engineering blog published on Wednesday.</p>
<p>The solution is an elegant example of translating institutional knowledge about how Facebook&#8217;s cache systems work into a easy-to-understand data visualization that allows others to quickly spot a problem and fix it. Sean Lynch, a Facebook engineer, described how, with tens of thousands of memcache servers and a caching graph database called TAO, it was sometimes hard to quickly figure out when a faulty cache was bogging down the system.</p>
<p>Caching is one of the most essential features of the Facebook infrastructure because it keeps the data stored most often closer to the web servers, delivering content to users as fast as possible. This is essential when you realize that Facebook is pulling up content such as photos on the Timeline on a scrolling basis.</p>
<div id="attachment_564315" class="wp-caption alignleft" style="width: 587px"><a href="http://gigaom2.files.wordpress.com/2012/09/fbclaspinbad.jpeg"><img  title="fbclaspinbad" src="http://gigaom2.files.wordpress.com/2012/09/fbclaspinbad.jpeg?w=708" alt=""   class="size-full wp-image-564315" /></a><p class="wp-caption-text">Claspin in action. Green is good.</p></div>
<p>So caching is a really big deal to keep the user experience high. But Lynch writes that the social network had no way to troubleshoot the cache. From the post:</p>
<blockquote><p>Facebook has two major cache systems: Memcache, which is a simple lookaside cache with most of its smarts in the client, and TAO, a caching graph database that does its own queries to MySQL. Between these two systems, we have literally thousands of charts, some of which are collected into dashboards showing various latency, request rate, and error rate statistics collected by clients and servers. Most of these graphs and dashboards are backed by Facebook&#8217;s &#8220;Operations Data Store,&#8221; or ODS. This worked well at first, but as Facebook grew both in size and complexity, it became more and more difficult to figure out which piece was broken when something went wrong. So I started thinking about encoding the “tribal knowledge” we used for troubleshooting in a way that would make it easy for people to assess the status of cache at a glance.</p></blockquote>
<p>Lynch developed algorithms to rank what metrics are most important indicators of cache health, based on his team&#8217;s knowledge, and then decided to show the results of that number crunching using a heat map that could capture 10,000 servers on a single screen. The color changes were backed by 30 or more stats being calculated in the background in real-time. He dubbed the tool Claspin, and its use is spreading inside Facebook &#8211;arguably the sign of success in the engineering-dominated company.</p>
<p>Facebook&#8217;s dedication to better tooling reminds me of Dell&#8217;s fanatical efforts to improve production at its factories, measuring everything from table height to where pieces were laid out for assembly. Facebook&#8217;s attention here is similar in that these types of tools help it ensure that the network and the ad revenue generated by the network are optimized at all times. Facebook is developing its own Six Sigma or <a href="http://en.wikipedia.org/wiki/Kaizen">Kaizen</a> efforts for the web.</p>
<br />  <img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=gigaom.com&#038;blog=14960843&#038;post=564314&#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=463341"><img src="http://pubads.g.doubleclick.net/gampad/ad?iu=/1008864/GigaOM_RSS_300x250&#038;sz=300x250&#038;c=463341" /></a></p><p><strong>Related research and analysis from GigaOM Pro:</strong><br />Subscriber content. <a href="http://pro.gigaom.com/?utm_source=cloud&utm_medium=editorial&utm_campaign=auto3&utm_term=564314+at-facebook-cache-is-king-heres-how-it-keeps-it-up&utm_content=shigginbotham">Sign up for a free trial</a>.</p><ul><li><a href="http://pro.gigaom.com/2012/03/a-near-term-outlook-for-big-data/?utm_source=cloud&utm_medium=editorial&utm_campaign=auto3&utm_term=564314+at-facebook-cache-is-king-heres-how-it-keeps-it-up&utm_content=shigginbotham">A near-term outlook for big data</a></li><li><a href="http://pro.gigaom.com/2011/11/dissecting-the-data-5-issues-for-our-digital-future/?utm_source=cloud&utm_medium=editorial&utm_campaign=auto3&utm_term=564314+at-facebook-cache-is-king-heres-how-it-keeps-it-up&utm_content=shigginbotham">Dissecting the data: 5 issues for our digital future</a></li><li><a href="http://pro.gigaom.com/2011/11/connected-world-the-consumer-technology-revolution/?utm_source=cloud&utm_medium=editorial&utm_campaign=auto3&utm_term=564314+at-facebook-cache-is-king-heres-how-it-keeps-it-up&utm_content=shigginbotham">Connected world: the consumer technology revolution</a></li></ul>]]></content:encoded>
			<wfw:commentRss>http://gigaom.com/2012/09/19/at-facebook-cache-is-king-heres-how-it-keeps-it-up/feed/</wfw:commentRss>
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		<title>Build an interactive report with Roambi &#8212; then sell it on the iOS App Store</title>
		<link>http://gigaom.com/2012/05/30/build-an-interactive-report-with-roambi-then-sell-it-on-the-ios-app-store/</link>
		<comments>http://gigaom.com/2012/05/30/build-an-interactive-report-with-roambi-then-sell-it-on-the-ios-app-store/#comments</comments>
		<pubDate>Wed, 30 May 2012 12:00:48 +0000</pubDate>
		<dc:creator>Erica Ogg</dc:creator>
				<category><![CDATA[App Store]]></category>
		<category><![CDATA[Apple]]></category>
		<category><![CDATA[big data]]></category>
		<category><![CDATA[Business Intelligence]]></category>
		<category><![CDATA[data visualization]]></category>
		<category><![CDATA[iPad]]></category>
		<category><![CDATA[Mobile Apps]]></category>
		<category><![CDATA[roambi]]></category>

		<guid isPermaLink="false">http://gigaom.com/?p=526579</guid>
		<description><![CDATA[Roambi is becoming a tool for more than creating cool, interactive data visualizations or real-time business intelligence reports your boss or colleagues will read on their iPad. Now Roambi is aiming to be a mobile app development/ publishing service with a new feature called ESX Platform.<img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=gigaom.com&#038;blog=14960843&#038;post=526579&#038;subd=gigaom2&#038;ref=&#038;feed=1" width="1" height="1" />]]></description>
				<content:encoded><![CDATA[<p><a href="http://gigaom2.files.wordpress.com/2012/05/roambi-esx.png"><img title="Roambi ESX" src="http://gigaom2.files.wordpress.com/2012/05/roambi-esx.png?w=362&#038;h=272" alt="" width="362" height="272" class="alignright  wp-image-526700"></a>Starting Wednesday, San Diego-based mobile app maker MeLLmo is unveiling a new feature of its mobile enterprise hit Roambi. The software is no longer simply a tool for creating cool, interactive data visualizations or <a href="http://gigaom.com/collaboration/alfresco-network-2011/">real-time business intelligence reports</a> that your boss or colleagues will read on their iPhone or iPad. Now Roambi is becoming something of a mobile app development and publishing service with a new feature called ESX Platform.</p>
<p>With ESX Platform, companies that use MeLLMo’s Roambi software <a href="http://gigaom.com/2012/03/11/10-ways-big-data-is-changing-everything/10/">to create and publish visualizations and reports</a> that are heavy with interactive charts and graphs, will be able to publish those reports publicly on Apple’s iOS App Store. That way, companies that specialize in information can sell reports or case studies created with Roambi as one-off apps without having to hire an application developer — Roambi will do that for them.</p>
<p>The reports that are published as apps will have both brand names, Roambi’s and the company’s own. But the revenue from the app’s sale through Apple’s App Store will go to the company — with Apple taking its traditional 30 percent App Store cut. The customer can customize the app’s splash screen so it feels as close to their own brand as possible when someone buys the app and views it on their 9.7-inch iPad screen. But then once inside the app, they’ll see the Roambi view of content. “Users will feel like it’s an application experience designed around their content,” explained Quinton Alsbury, CEO of MeLLmo.</p>
<p>MeLLmo is volunteering to act as your app development shop — for pay, of course, but the pricing is still to be determined later. Said Alsbury:</p>
<blockquote><p>For a lot of companies, if customers purchase info from them, the delivery mechanism is an email with a Powerpoint, or and Excel spreadsheet. Now they can package it up into whatever visualization they want from the available suite and have it be their app, and they can sell it or they can give it away.</p></blockquote>
<p>But what Roambi is doing isn’t just emblematic of how mobile is changing how we do business and consumer information. It also illustrates the iPad’s progression as an enterprise tool. <a href="http://pro.gigaom.com/2011/12/why-the-mac-is-infiltrating-the-enterprise/?utm_source=apple&amp;utm_medium=editorial&amp;utm_campaign=intext&amp;utm_term=526579+build-an-interactive-report-with-roambi-then-sell-it-on-the-ios-app-store&amp;utm_content=ericaogg">First it began popping up in the executive suite</a> (subscription required) as a tool for individuals who were a little ahead of the tech curve to check their corporate email or read spreadsheets. Then apps came out that <a href="http://gigaom.com/mobile/mobile-virtualization-another-nail-in-the-pc-coffin/comment-page-2/">turned the iPad into terminals for accessing companies’ internal networks</a> and data, which was especially brilliant for remote workers — and<a href="http://gigaom.com/2011/09/27/mobilie-it-mobilize-2011/"> IT departments started getting on board</a>.</p>
<p>Now one of those, Roambi, known for <a href="http://gigaom.com/2012/03/11/10-ways-big-data-is-changing-everything/10/">its innovative way of using the iPad to present data</a> that is helpful to how they do business, is helping companies look outward. In this way its customers are not just using the iPad to view and consume data, but Apple’s mobile platform as a way to distribute data.</p>
<br />  <img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=gigaom.com&#038;blog=14960843&#038;post=526579&#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=328783"><img src="http://pubads.g.doubleclick.net/gampad/ad?iu=/1008864/GigaOM_RSS_300x250&#038;sz=300x250&#038;c=328783" /></a></p><p><strong>Related research and analysis from GigaOM Pro:</strong><br />Subscriber content. <a href="http://pro.gigaom.com/?utm_source=apple&utm_medium=editorial&utm_campaign=auto3&utm_term=526579+build-an-interactive-report-with-roambi-then-sell-it-on-the-ios-app-store&utm_content=ericaogg">Sign up for a free trial</a>.</p><ul><li><a href="http://pro.gigaom.com/2011/12/why-the-mac-is-infiltrating-the-enterprise/?utm_source=apple&utm_medium=editorial&utm_campaign=auto3&utm_term=526579+build-an-interactive-report-with-roambi-then-sell-it-on-the-ios-app-store&utm_content=ericaogg">Why the Mac is infiltrating the enterprise</a></li><li><a href="http://pro.gigaom.com/2012/03/4-ipad-apps-to-help-wrangle-data/?utm_source=apple&utm_medium=editorial&utm_campaign=auto3&utm_term=526579+build-an-interactive-report-with-roambi-then-sell-it-on-the-ios-app-store&utm_content=ericaogg">4 iPad apps to help wrangle data</a></li><li><a href="http://pro.gigaom.com/2011/11/connected-world-the-consumer-technology-revolution/?utm_source=apple&utm_medium=editorial&utm_campaign=auto3&utm_term=526579+build-an-interactive-report-with-roambi-then-sell-it-on-the-ios-app-store&utm_content=ericaogg">Connected world: the consumer technology revolution</a></li></ul>]]></content:encoded>
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