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[科技] 8 Critical Elements Of A Successful Data Integration Strategy

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mcming92 发表于 2016-10-7 00:26:21
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Integrating data from multiple sources that employ different structures and schema has always posed complex, messy problems for IT professionals. Today's growing volume of data and data types made things even more complicated. Here are some key tips to help your organization integrate its increasing amounts of data.
      

8 Critical Elements Of A Successful Data Integration Strategy

8 Critical Elements Of A Successful Data Integration Strategy
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8 Critical Elements Of A Successful Data Integration Strategy

8 Critical Elements Of A Successful Data Integration Strategy
        

8 Critical Elements Of A Successful Data Integration Strategy

8 Critical Elements Of A Successful Data Integration Strategy
        (Image: Maxiphoto/iStockphoto)
         Data integration is more important than ever as organizations look to leverage the data they have to create greater value. Yet, the task of data integration has only become more complex because the amount of data collected, ingested, stored, and analyzedhas increased.
   Enterprises already collect a great deal of data merely by operating their enterprise applications such as enterprise resource management (ERP) and customer relationship management (CRM). Add in social media data about your brand -- Tweets, Facebook posts, Instagrams. Even more new forms of data are being introduced to the data streams in the form of newIoT data.
  IT pros are tasked with creating an infrastructure that enables business users and analysts to look at all this data together and glean new insights. These users want to see what Tweets are coming from potential customers. They want to know which existing customers are complaining on Facebook.
   They want a unified view of these customers and potential customers, regardless of the source of the data. They want a way to query all of this data simply, because they are not script-writing, PhD-holdingdata scientists.
   [See 14 Data Integration Tool Vendors to Know .]
   That leaves most enterprise IT organizations and their data teams with a big messy job. Integrating data from different sources contained in different types of databases, has never been easy. That's one of the reasons the data lake became such a popular concept as organizations sought to query structured data and unstructured data. The rise ofApache Spark and Apache Kafka has added more real-time streaming data into the mix.
  How do IT pros integrate all this data without breaking it? We've assembled the following critical elements of a successful data integration strategy to help you on your journey. As always, if there are other tips you've found useful in your own practice and you don't see them here, please add them in the comments section.
   Jessica Davis has spent a career covering the intersection of business and technology at titles including IDG's Infoworld, Ziff Davis Enterprise's eWeek and Channel Insider, and Penton Technology's MSPmentor. She's passionate about the practical use of business intelligence, ...View Full Bio
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北化青 发表于 2016-10-7 00:59:44
我只是来看看的,这个世界还有太多的帖需要哥。哥祝楼主早日得到解答
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平凡 发表于 2016-10-7 01:02:21
姐不是电视机,不要老是盯着姐看。
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崔晓亮 发表于 2016-10-7 01:14:51
没人理我,好伤心啊!
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夜半之哼小曲 发表于 2016-10-7 01:14:57
打酱油的人拉,回复下赚取积分
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哼着哼着就走调了 发表于 2016-10-7 01:15:03
我只是来看看的,这个世界还有太多的帖需要哥。哥祝楼主早日得到解答
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vbiu0443 发表于 2016-10-7 01:23:34
如果你爱他,请你抓住他,如果你不爱他,请你放手,让他去爱别人
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≈H・G・L≈ 发表于 2016-10-7 01:41:19
一脸的虚假繁荣。
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Cherry丶 发表于 2016-10-7 02:10:54
吾在之时,首页之贴吾必全挽。吾走之时,只有无尽膜拜本尊之声。
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寒珊 发表于 2016-10-8 21:35:02
一笑万古春,一啼万古愁,此景非你莫有,此貌非你莫属。
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