| | January 20168CIOReviewWhere and how to manage "big data" warehouses, ana-lytical data marts and resulting business in-sights continues to be a challenge despite a wealth of new Hadoop technologies and vendor capabilities. In fact, the landscape is more confusing than ever.As data has been further democra-tized, analytical data marts are popping up across your organization like weeds. These data marts are driven by more mature open source technology and inexpensive cloud hosting providers, enabling small teams to build and run them closer to the businesses they serve.Further complicating your data man-agement landscape are many "end point" operational systems like Salesforce and Workday-which have extended their core operational functionality to import data from across the organization, creating even more analytical data marts. Whether hand-crafted or through existing/extended vendor capabilities, these end point ana-lytical marts become yet another place in your organization for data aggregation and advanced analytics.The organizational placement of the technology and analytical teams building and running these systems has also seen significant shifts. Many IT organizations have some sort of centralized team that By Mark Picone, VP-Information and Data Services, Adobe Inc.Harnessing Data in an Uncontrollable Big Data WorldMark PiconeIn My Opinion
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