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	<title>SOA Talk &#187; Data services</title>
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	<link>http://itknowledgeexchange.techtarget.com/soa-talk</link>
	<description>A SearchSOA.com blog</description>
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		<item>
		<title>Monash on things that underly surge of Big Data</title>
		<link>http://itknowledgeexchange.techtarget.com/soa-talk/monash-on-things-that-underly-surge-of-big-data/</link>
		<comments>http://itknowledgeexchange.techtarget.com/soa-talk/monash-on-things-that-underly-surge-of-big-data/#comments</comments>
		<pubDate>Mon, 30 Aug 2010 17:04:33 +0000</pubDate>
		<dc:creator>Jack Vaughan</dc:creator>
				<category><![CDATA[Cloud Services]]></category>
		<category><![CDATA[Data services]]></category>

		<guid isPermaLink="false">http://itknowledgeexchange.techtarget.com/soa-talk/monash-on-things-that-underly-surge-of-big-data/</guid>
		<description><![CDATA[The end of the conventional RDB and birth of new DB types has been heard before, but the established RDB has usually won out. Early this year I&#8217;d asked Curt Monash, president of Monash Research, and editor and publisher of DBMS2 and other blogs for some guidance on what is new in data and the [...]]]></description>
				<content:encoded><![CDATA[<p>The end of the conventional RDB and birth of new DB types has been heard before, but the established RDB has usually won out. Early this year I&#8217;d asked Curt Monash, president of Monash Research, and editor and publisher of <a href="http://www.dbms2.com/">DBMS2</a> and other blogs for some guidance on what is new in data and the cloud.</p>
<p>There is something new afoot, he advised.  More applications have <a href="http://searchsoa.techtarget.com/news/article/0,289142,sid26_gci1519373,00.html">larger analytic components</a>.<span id="more-1340"></span></p>
<p>&#8220;For decades, there has been a split between transactional processing and analytical processing, and the split is widening in some ways now because of the volume of the data,&#8221; said Monash.</p>
<p>&#8220;For a number of reasons we are looking at a new generation of DBMSs,&#8221; said Monash. &#8220;Public and private cloud are just two of the reasons.&#8221;</p>
<p>There are new opportunities for new DB tools because there are DB tools now that apply more effectively to new use cases, Monash indicated.</p>
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		<title>Views from the application integration trenches</title>
		<link>http://itknowledgeexchange.techtarget.com/soa-talk/views-from-the-application-integration-trenches/</link>
		<comments>http://itknowledgeexchange.techtarget.com/soa-talk/views-from-the-application-integration-trenches/#comments</comments>
		<pubDate>Tue, 20 Jul 2010 15:22:03 +0000</pubDate>
		<dc:creator>ITKE</dc:creator>
				<category><![CDATA[Data integration]]></category>
		<category><![CDATA[Data services]]></category>

		<guid isPermaLink="false">http://itknowledgeexchange.techtarget.com/soa-talk/?p=1281</guid>
		<description><![CDATA[By Alan Earls When inside meets outside, obstacles are always in store. Randy Carey, a former director of information strategies for the Women’s Foodservice Forum, an advocacy organization, points to challenges integrating external services, such as an intelligent email management service, with the internal association management software. Fortunately, the association management software vendor had relationships [...]]]></description>
				<content:encoded><![CDATA[<p>By Alan Earls<br />
When inside meets outside, obstacles are always in store. Randy Carey, a former director of information strategies for the Women’s Foodservice Forum, an advocacy organization, points to challenges integrating external services, such as an intelligent email management service, with the internal association management software. Fortunately, the association management software vendor had relationships with many third party providers, including the email company, and, in the case of the email service, had a “connector” ready to go to help support data integration between the internal and external applications.<span id="more-1281"></span></p>
<p>That simplified things tremendously and has now been embedded in Carey’s personal philosophy – buy as much pre-made as possible and then perform tailoring where needed.  Looking back on his implementation experience Carey says that he was able to avoid complexity and many of the challenges others face by avoiding excessive customization. “We just used a little cement between the pieces.”</p>
<p>Likening the process to buying a suit, he says most people can’t afford and don’t need custom-made formal attire but instead can simply have a mass produced product tailored to fit. “In other words you need to figure out where on the cost-curve you want to be,” he says.</p>
<p>Joe Egan, a senior software developer most recently in a consultant role at BikeBandit.com, has faced similar integration challenges but didn’t find an easy pre-made solution. In several instances he has needed to integrate third party data services, for example a continually updated review and question and answer service that needed to sync with a local database of product offerings available to consumers. “In that space, I found [the challenge was] we were moving from less frequent, even weekly updates, to continuous updates based on web services,” he says.</p>
<p>Finally, notes Carey, “I believe that for any sizable project a company needs to have an architect/advocate on board who is knowledgeable about the issues and is looking out for the company’s best interest.  A third-party vendor may know the technology better, but their motivation is to sell and up-sell.  So the third-party’s guru is not really an advocate for the buying company.”</p>
<p>For more, see our featured story on <a title="Challenges and rewards of integrating commercial Web data services" href="http://searchsoa.techtarget.com/news/article/0,289142,sid26_gci1516920,00.html">application integration</a>.</p>
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		<title>When fables come true: Data services keep on keeping on</title>
		<link>http://itknowledgeexchange.techtarget.com/soa-talk/when-fables-come-true-data-services-keep-on-keeping-on/</link>
		<comments>http://itknowledgeexchange.techtarget.com/soa-talk/when-fables-come-true-data-services-keep-on-keeping-on/#comments</comments>
		<pubDate>Mon, 14 Jun 2010 16:56:17 +0000</pubDate>
		<dc:creator>Brein Matturro</dc:creator>
				<category><![CDATA[Data services]]></category>

		<guid isPermaLink="false">http://itknowledgeexchange.techtarget.com/soa-talk/?p=1271</guid>
		<description><![CDATA[By Jack Vaughan A long time ago, integration of various applications, application elements and databases became the main work of application development. Web services and SOA were first discussed in this context: Application architects and developers did not have to write every element from scratch. Instead they would call in services, in some cases, as [...]]]></description>
				<content:encoded><![CDATA[<p>By Jack Vaughan</p>
<p>A long time ago, integration of various applications, application elements and databases became the main work of application development. Web services and SOA were first discussed in this context: Application architects and developers did not have to write every element from scratch.</p>
<p>Instead they would call in services, in some cases, as needed. These services were usually wrapped in XML and delivered over HTTP. They were called Web services, and were combined sometimes using techniques of service-oriented architecture. A classic example of an early Web service was a stock ticker feed.</p>
<p>With the stock feed, there was no need for you to write it yourself &#8211; you called it over HTTP. You could program against such a data service. For example, you might have five competitors’ stock prices feeding on to an executive’s PC screen. Maybe you would correlate this with another fee, say, money exchange rates. The Web services stock feed demo became so common that it became kind of boring.</p>
<p>Fast forward to today. Where B2B is in play, we now share services across corporate boundaries. Other than that, much of the services action still remains within the confines of the operation where components are shared across departments. These shared services bear some conceptual similarity with software object architecture of the ‘90s, although the implementation details are very different. Most discussion of SOA as it has evolved has been about in-house services.</p>
<p>Where are Web stock tickers now? They have become ubiquitous and something of an afterthought. But their siblings continue to grow. What is happening is that a genuine industry is growing up around this Web data services. The providers often have familiar names: Thomson Reuters and D&amp;B, for example. But new entities have emerged such as StrikeIron, which offers a catalog of data services. Let us know what data services have worked for you. What has not worked? What questions do you have on data services?</p>
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		<title>Kapow updates tools that service-enable Web data for enterprise integration</title>
		<link>http://itknowledgeexchange.techtarget.com/soa-talk/kapow-updates-tools-that-service-enable-web-data-for-enterprise-integration/</link>
		<comments>http://itknowledgeexchange.techtarget.com/soa-talk/kapow-updates-tools-that-service-enable-web-data-for-enterprise-integration/#comments</comments>
		<pubDate>Thu, 27 May 2010 14:54:51 +0000</pubDate>
		<dc:creator>RobBarry</dc:creator>
				<category><![CDATA[Data integration]]></category>
		<category><![CDATA[Data services]]></category>

		<guid isPermaLink="false">http://itknowledgeexchange.techtarget.com/soa-talk/kapow-updates-tools-that-service-enable-web-data-for-enterprise-integration/</guid>
		<description><![CDATA[Increasingly, B2B integration involves data made available to business partners over the Web. But despite this &#8220;explosion of data&#8221; on the Web, IT departments don&#8217;t always have the time or resources to integrate and automate the access they need to partner data, said Stefan Andreasen, founder and CTO of Kapow Technologies. This month, Kapow released [...]]]></description>
				<content:encoded><![CDATA[<p>Increasingly, B2B integration involves data made available to business partners over the Web. But despite this &#8220;explosion of data&#8221; on the Web, IT departments don&#8217;t always have the time or resources to integrate and automate the access they need to partner data, said Stefan Andreasen, founder and CTO of Kapow Technologies.</p>
<p>This month, Kapow released <a href="http://kapowtech.com/index.php/products/kapowwebdataserver">Web Data Server (WDS) 7.2</a>, an update to its flagship application used to build, test and deploy data feeds and services that integrate all kinds of Web data into the enterprise infrastructure. In this update, WDS includes a full design studio IDE with a data viewer, native XML support and FTP/file system interaction.</p>
<p>Andreasen said this release represents a three-year effort to merge the company&#8217;s RoboMaker and ModelMaker products into one offering. He said the focus was on usability and enterprise compliance.</p>
<p>Software like WDS is useful for enterprises looking to integrate data from partners whose APIs present a significant technical challenge, said Andreasen. <span id="more-1261"></span>Instead of having both IT departments go back and forth trying to make sense of things, you can pull up a website in WDS Design Studio as you would a Web browser and build a process flow by visually interacting with it. You can then deploy this as a service with little to no up-front coding.</p>
<p>“Most customers are focusing on applications that are business critical that they want to integrate with but there is no documented API or Web service,” said Andreasen.</p>
<p>Of course, since services built with WDS are controlled by local users, if the website a service integrates with changes, the service will break. Andreasen said this does happen, but building a new service is still a matter of minutes or hours &#8211; still a time-saver when compared to working with another company&#8217;s IT department.</p>
<p>Pricing for WDS starts at around $80,000 per year.</p>
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		<title>SOA experts, we&#8217;ve got &#8216;em</title>
		<link>http://itknowledgeexchange.techtarget.com/soa-talk/soa-experts-weve-got-em/</link>
		<comments>http://itknowledgeexchange.techtarget.com/soa-talk/soa-experts-weve-got-em/#comments</comments>
		<pubDate>Mon, 12 May 2008 15:21:14 +0000</pubDate>
		<dc:creator>StorageSwiss</dc:creator>
				<category><![CDATA[Data services]]></category>
		<category><![CDATA[Enterprise architecture]]></category>
		<category><![CDATA[Enterprise mashups]]></category>
		<category><![CDATA[rich Internet applications (RIA)]]></category>
		<category><![CDATA[SOA development]]></category>
		<category><![CDATA[SOA governance]]></category>
		<category><![CDATA[SOA infrastructure]]></category>
		<category><![CDATA[SOA standards]]></category>
		<category><![CDATA[Software testing]]></category>

		<guid isPermaLink="false">http://soa-talk.blogs.techtarget.com/2008/05/12/soa-experts-weve-got-em/</guid>
		<description><![CDATA[Pro wrestling legend Rowdy Roddy Piper immortalized the words &#8220;Just when they think they&#8217;ve got the answers, I change the questions.&#8221; Now we at SearchSOA.com are asking you to do the same thing, sort of. It won&#8217;t involve wearing a kilt or smashing a coconut over anyone&#8217;s skull. We just want you to ask some [...]]]></description>
				<content:encoded><![CDATA[<p>Pro wrestling legend <a href="http://imagecache2.allposters.com/images/pic/PHO/AAHF157_8x10-No351~Rowdy-Roddy-Piper-Posters.jpg" target="_blank">Rowdy Roddy Piper</a> immortalized the words &#8220;Just when they think they&#8217;ve got the answers, I change the questions.&#8221;</p>
<p>Now we at SearchSOA.com are asking you to do the same thing, sort of. It won&#8217;t involve wearing a kilt or smashing a coconut over anyone&#8217;s skull. We just want you to ask some good questions.</p>
<p>We&#8217;ve recently revamped <a href="http://searchsoa.techtarget.com/expert/Knowledgebase/0,289622,sid26,00.html" target="_blank">our site experts roster</a> and we&#8217;re looking to put them through their paces. The way it works is you ask a question and we send the question off to an expert to get you an answer. It&#8217;s a fairly illustrious list of folks:</p>
<ul>
<li>SOA standards and architecture &#8211; Anne Thomas Manes, vice president and research director at Burton Group</li>
<li>SOA governance and BPM &#8211; Sri Nagabhirava, founder and chief architect nLeague Services</li>
<li>SOA infrastructure &#8211; Dana Gardner, principal analyst Interarbor Solutions</li>
<li>RIA and enterprise mashups &#8211; Jason Bloomberg, senior analyst ZapThink</li>
<li>SOA testing and QA &#8211; Rami Jaamour, product manager of SOA solutions at Parasoft</li>
<li>Data services &#8211; Larry Fulton, senior analyst at Forrester Research</li>
<li>SOA development &#8211; Chris Haddad, vice president and service director at Burton Group</li>
</ul>
<p>They&#8217;re already producing some top flight insight, like <a href="http://searchsoa.techtarget.com/expert/KnowledgebaseAnswer/0,289625,sid26_gci1312582,00.html" target="_blank">data integration best practices</a>, <a href="http://searchsoa.techtarget.com/expert/KnowledgebaseAnswer/0,289625,sid26_gci1312347,00.html" target="_blank">where grid intersects SOA</a> and <a href="http://searchsoa.techtarget.com/expert/KnowledgebaseAnswer/0,289625,sid26_gci1311461,00.html" target="_blank">the difference between WSDL 1.1 and 2.0</a>. Yet good answers like that depend on good questions from the user community. We sift through heaping piles of &#8220;<a href="http://searchsoa.techtarget.com/expert/KnowledgebaseAnswer/0,289625,sid26_gci921807,00.html" target="_blank">What&#8217;s the difference between an application server and a Web server?&#8221;</a> (a perfectly legitimate question, but we answered it back in 2003) in order to get some of the top minds in the SOA space the best questions the user base can generate.</p>
<p>The process for submitting a question is simple. Just <a href="http://searchsoa.techtarget.com/expert/Knowledgebase/0,289622,sid26,00.html" target="_blank">go to the topic </a>where your question fits and click on &#8220;Pose a Question.&#8221;  That will take you to a <a href="http://searchsoa.techtarget.com/expert/KnowledgebasePoseQuestion/0,289624,sid26_cid446608_tax289201,00.html" target="_blank">question submission form</a>. After that, it&#8217;s as simple as typing in your query. Keep us busy. We like it that way.</p>
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		<title>Pearls of wisdom from SOA users at IBM Impact</title>
		<link>http://itknowledgeexchange.techtarget.com/soa-talk/pearls-of-wisdom-from-soa-users-at-ibm-impact/</link>
		<comments>http://itknowledgeexchange.techtarget.com/soa-talk/pearls-of-wisdom-from-soa-users-at-ibm-impact/#comments</comments>
		<pubDate>Mon, 14 Apr 2008 16:42:31 +0000</pubDate>
		<dc:creator>StorageSwiss</dc:creator>
				<category><![CDATA[CIO]]></category>
		<category><![CDATA[Conferences]]></category>
		<category><![CDATA[CTO]]></category>
		<category><![CDATA[Data integration]]></category>
		<category><![CDATA[Data services]]></category>
		<category><![CDATA[Enterprise architecture]]></category>
		<category><![CDATA[IBM]]></category>
		<category><![CDATA[SOA]]></category>

		<guid isPermaLink="false">http://soa-talk.blogs.techtarget.com/2008/04/14/pearls-of-wisdom-from-soa-users-at-ibm-impact/</guid>
		<description><![CDATA[It&#8217;s amazing what happens you put a few thousand SOA users together. Suddenly you start to get a clearer picture of what service orientation can achieve at both the business and IT levels. That was probably the biggest takeaway for this attendee at IBM&#8217;s Impact 2008 conference last week: a lot of users are well [...]]]></description>
				<content:encoded><![CDATA[<p>It&#8217;s amazing what happens you put a few thousand SOA users together. Suddenly you start to get a clearer picture of what service orientation can achieve at both the business and IT levels. That was probably the biggest takeaway for this attendee at IBM&#8217;s <a href="http://www-306.ibm.com/software/websphere/events/impact2008/" target="_blank">Impact 2008</a> conference last week: a lot of users are well down the road with this stuff.  They&#8217;ve thought about it, put it into action and it&#8217;s responsible for a significant amount of mission critical business.</p>
<p>(The other revelation was that <a href="http://www.myspace.com/theB52s" target="_blank">the B-52s </a>have a keyboard player who looks like <a href="http://athleticsforlife.com/wp-content/uploads/2007/10/jose-canseco.jpg" target="_blank">Jose Canseco</a>, but I digress.)</p>
<p>Here&#8217;s a smattering of comments made by SOA users at the show:</p>
<p>John Roach, director of architecture and governance at Wal-Mart, focused on using SOA to help manage store stock levels and customer demand. &#8220;If SOA doesn&#8217;t trace back to you finding the right thing when you walk into our store at the time you need it, then it isn&#8217;t material for us,&#8221; he said.</p>
<p>Kumar Murugan, application development manager at pharmaceutical manufacturer and marketer Novo Nordisk, talked about centralized policy management and stressed the need to view all SOA projects as part of a continuous process improvement cycle. He also highlighted the importance of having a rigorous QA process.</p>
<p>&#8220;You need to do a system discovery for any new service,&#8221; he said. &#8220;You need to understand how reuse affects your existing services.&#8221;</p>
<p>Manny Montejano, CTO at Cars.com, called governance &#8220;the key thing we need to resolve to be successful&#8221; as his company deals with explosive growth.</p>
<p>&#8220;It&#8217;s important to say no sometimes,&#8221; he said. &#8220;You have to let people know that some things are going to be more trouble than they&#8217;re worth.&#8221;</p>
<p>Anne McDiarmid, CIO for Australian fabric and crafts retailer Spotlight, made a case against trying to solve every problem with a software purchase.</p>
<p>&#8220;I&#8217;ve got middleware hanging out of my middleware,&#8221; she said. &#8220;I don&#8217;t need more middleware.&#8221;</p>
<p>A whirlwind of corporate acquisitions in foreign countries has created an integration challenge for SEB, a Swedish banking and insurance company. Enterprise architect Anders Jader targeted data as a key element in bringing together this international banking conglomerate.</p>
<p>&#8220;We are now in a phase where we need to transform everything into one data model and then be able to use that data as a service,&#8221; he said.</p>
<p>Tony John, domain lead architect at Allstate Insurance, echoed the importance of data in all things service-oriented, stating &#8220;we need more data analysts and data architects.&#8221; He noted that the bulk of a $30 million mainframe-to-SAP project &#8220;was spent on understanding the data.&#8221;</p>
<p>John also made the case that technologists have to understand the business they work for, not just how their niche of IT functions.</p>
<p>&#8220;No matter what machine or network it goes through, it&#8217;s still a group of people doing some business activity,&#8221; he said.</p>
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		<title>Highlights from the &#8220;Pragmatic SOA Governance&#8221; seminar</title>
		<link>http://itknowledgeexchange.techtarget.com/soa-talk/highlights-from-the-pragmatic-soa-governance-seminar/</link>
		<comments>http://itknowledgeexchange.techtarget.com/soa-talk/highlights-from-the-pragmatic-soa-governance-seminar/#comments</comments>
		<pubDate>Mon, 03 Mar 2008 15:37:07 +0000</pubDate>
		<dc:creator>StorageSwiss</dc:creator>
				<category><![CDATA[Conferences]]></category>
		<category><![CDATA[Data services]]></category>
		<category><![CDATA[SOA governance]]></category>

		<guid isPermaLink="false">http://soa-talk.blogs.techtarget.com/2008/03/03/highlights-from-the-pragmatic-soa-governance-seminar/</guid>
		<description><![CDATA[We at SearchSOA.com have just finished up with the maiden run of our &#8220;Pragmatic SOA Governance&#8221; seminar. The first two shows were in suburban Philadelphia and Washington D.C. and I&#8217;m pleased to report they went swimmingly. Here&#8217;s a few of the high points from the show: Anne Thomas Manes, VP and research director at Burton [...]]]></description>
				<content:encoded><![CDATA[<p>We at SearchSOA.com have just finished up with the maiden run of our &#8220;Pragmatic SOA Governance&#8221; seminar. The first two shows were in suburban Philadelphia and Washington D.C. and I&#8217;m pleased to report they went swimmingly.</p>
<p>Here&#8217;s a few of the high points from the show:</p>
<ul>
<li>Anne Thomas Manes, VP and research director at Burton Group, noted that a lot of users want to standardize on a single enterprise service bus, neglecting the reality that most every company will need to support multiple ESBs. She also suggested not thinking of the ESB as a &#8220;bus&#8221; because it implies that there&#8217;s something in the middle of your services. Instead she suggested the term enterprise service network.</li>
<li>Miko Matsumura, deputy CTO at Software AG, used the image of a crack pipe to illustrate a point during his presentation, namely that bad development habits can be hard to kick.</li>
<li>Daud Santosa, CTO at the National Business Center inside the U.S. Department of the Interior, made a great point about choosing foundational pieces of technology &#8212; if the technology in question requires consistent and costly upkeep, then it shouldn&#8217;t be a foundational piece of technology. &#8220;This is hard enough,&#8221; he said, pointing to the detailed reference architecture he&#8217;s trying to implement at NBC. &#8220;Look for technology that makes your life easier.&#8221;</li>
<li>Dan Foody, VP of Actional products at Progress Software, made a great observation in response to a question on how can you sell your business on the merits of SOA: take a sales course. His reasoning was you need to describe what service orientation means to your business and outside IT fiefdoms and that will require real professional sales skills.</li>
<li>Many attendees bemoaned the communications difficulties that plague IT projects, but Matsumura offered that there is a common language everyone speaks: money. The line drew a hearty laugh from the Reston attendees, but later one person from the audience mentioned to me that the &#8220;money&#8221; line helped crystallize what he needs to do to get executive buy-in.</li>
<li>John Woolbright, CTO at Synovus Financial Corp., noted that many real-time systems are undone due to a lack of data quality. He suggested defining systems of record for data. &#8220;If you want your SOA to be successful you need to know where that data is and how to access it.&#8221;</li>
<li>Foody stressed creating visibility not only into the IT infrastructure, but to the business process itself. Failure to provide that visibility can lead you down the path of applications that don&#8217;t deliver as promised for the business, he noted.</li>
<li>Manes continually stressed the importance of getting a handle on the producer/consumer relationship inside SOA as a key element for governance. Apparently too many users are running into problems caused by unchecked service consumption.</li>
</ul>
<p>Most of all, a hearty thanks to our attendees. Rarely do you see audiences that are anywhere near that engaged during the presentations. It served as reminder that the practical implementation of SOA governance has become a pressing concern for app dev and IT shops.</p>
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		<title>Podcast: Common pitfalls of data integration</title>
		<link>http://itknowledgeexchange.techtarget.com/soa-talk/podcast-common-pitfalls-of-data-integration/</link>
		<comments>http://itknowledgeexchange.techtarget.com/soa-talk/podcast-common-pitfalls-of-data-integration/#comments</comments>
		<pubDate>Thu, 14 Feb 2008 16:57:11 +0000</pubDate>
		<dc:creator>StorageSwiss</dc:creator>
				<category><![CDATA[Data integration]]></category>
		<category><![CDATA[Data services]]></category>
		<category><![CDATA[Podcast]]></category>
		<category><![CDATA[SOA development]]></category>
		<category><![CDATA[Worst practices]]></category>

		<guid isPermaLink="false">http://soa-talk.blogs.techtarget.com/2008/02/14/podcast-common-pitfalls-of-data-integration/</guid>
		<description><![CDATA[In the world of application development, data is king. Unfortunately many new-fangled approaches to app dev, like SOA, have neglected that importance of turning data into an accessible, reusable resource. This podcast with Marcia Kaufman, partner with Hurwitz &#38; Associates and co-author of Service Oriented Architecture for Dummies, delves into some of the all-too-frequent data [...]]]></description>
				<content:encoded><![CDATA[<p>In the world of application development, data is king. Unfortunately many new-fangled approaches to app dev, like SOA, have neglected that importance of turning data into an accessible, reusable resource. This podcast with Marcia Kaufman, partner with Hurwitz &amp; Associates and co-author of <a href="http://www.dummies.com/WileyCDA/DummiesTitle/productCd-0470054352.html" target="_blank">Service Oriented Architecture for Dummies</a>, delves into some of the all-too-frequent data mistakes being made by users.</p>
<p>[display_podcast]</p>
<p>The podcast will cover:</p>
<ul>
<li>The drivers for data integration</li>
<li>Why data needs to be treated like a shared and reusable resource</li>
<li>The importance of data quality</li>
<li>Why you need more than an ETL tool to integrate your data</li>
<li>The necessity for creating a standardized way of handling data</li>
</ul>
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