{"id":5369,"date":"2015-05-01T07:00:36","date_gmt":"2015-05-01T15:00:36","guid":{"rendered":"http:\/\/formtek.com\/blog\/?p=5369"},"modified":"2015-03-27T07:29:17","modified_gmt":"2015-03-27T15:29:17","slug":"data-virtualization-abstracting-cloud-and-on-premise-data-into-a-single-logical-access-point","status":"publish","type":"post","link":"https:\/\/formtek.com\/blog\/data-virtualization-abstracting-cloud-and-on-premise-data-into-a-single-logical-access-point\/","title":{"rendered":"Data Virtualization: Abstracting Cloud and On-Premise Data into a Single Logical Access Point"},"content":{"rendered":"<p><a title=\"Data Virtualization definition\" href=\"http:\/\/searchdatamanagement.techtarget.com\/definition\/data-virtualization\" target=\"_blank\">Data virtualization<\/a> is a method that allows the administration and access to heterogeneous sources of data as if they were a single source. \u00a0<a title=\"Data Virtualization Core\" href=\"http:\/\/www.infoworld.com\/article\/2611579\/big-data\/big-data-needs-data-virtualization.html\" target=\"_blank\">At the core of data virtualization<\/a> is the abstraction layer that provides a unified access to disparate back-end data sources,like relational\/SQL, Hadoop and NoSQL. \u00a0It provides a unified approach to actions like access, query, reporting and predictive analytics. \u00a0<a title=\"Efficiencies of Data Virtualization\" href=\"http:\/\/www.compositesw.com\/data-virtualization\/\" target=\"_blank\">Data virtualization 50-75 percent efficiencies<\/a> using techniques of deduplication and consolidation.<\/p>\n<p><a title=\"Forrester's definition of data virtualization\" href=\"http:\/\/globenewswire.com\/news-release\/2015\/03\/13\/715001\/10124657\/en\/Informatica-Ranked-as-a-Leader-in-Enterprise-Data-Virtualization-Q1-2015-Report-by-Independent-Research-Firm.html#sthash.XEgGOXXm.dpuf\" target=\"_blank\">Forrester defines<\/a> data virtualization as &#8220;the integration of any data in real-time or near-real time from disparate structured, unstructured, and semi-structured data sources, whether on-premises or cloud into coherent data services that support business transactions, analytics, predictive analytics, and other workloads and patterns.&#8221;<\/p>\n<p>The <a title=\"Elements of Data Virtualization\" href=\"http:\/\/en.wikipedia.org\/wiki\/Data_virtualization\" target=\"_blank\">main elements of data virtualization<\/a> include:<\/p>\n<ul>\n<li><strong>Abstraction<\/strong> \u2013 Abstracts out the need to worry about where and how data is stored and which technologies, APIs and storage structures are used for individual data sets<\/li>\n<li><strong>Virtualized Data Access<\/strong> \u2013 Access to heterogeneous data sources from a single unified logical access point<\/li>\n<li><strong>Transformation<\/strong> \u2013 Ability to convert, clean and transform data into a consumable form<\/li>\n<li><strong>Data Federation<\/strong> \u2013 Combine results sets from across multiple data sources<\/li>\n<li><strong>Data Delivery<\/strong> \u2013 Publish result sets as views and\/or data services when requested.<\/li>\n<\/ul>\n<p><a title=\"James Kobielus bio\" href=\"http:\/\/ibmdatamag.com\/author\/jkobielus\/\" target=\"_blank\">James Kobielus<\/a>, Big Data evangelist at IBM,\u00a0<a title=\"James Kobielus on Data Virtualization\" href=\"http:\/\/www.infoworld.com\/article\/2611579\/big-data\/big-data-needs-data-virtualization.html\" target=\"_blank\">wrote that<\/a> &#8220;as the range of your cloudy big data applications grows, you&#8217;ll almost certainly have to go further down the virtualization path. The stubborn heterogeneity of hybridized big data clouds will push you in that direction. Within your private clouds, constant big data platform churn will require a virtualization fabric that bridges new approaches with your legacy investments. Churn will stem from your ongoing platform modernization and migration efforts, from your need to incorporate innovative, fit-for-purpose platforms into your cloud, and from vendors&#8217; product-enhancement cycles.&#8221;<\/p>\n<p><a title=\"Forrester report.\" href=\"https:\/\/www.forrester.com\/The+Forrester+Wave+Enterprise+Data+Virtualization+Q1+2015\/fulltext\/-\/E-res117844\" target=\"_blank\">A recent report by Forrester<\/a> identifies nine different companies that play in this space. (free download after registration: <a title=\"Data Virtualization report\" href=\"https:\/\/www.informatica.com\/forrester-enterprise-data-virtualization.html?source=News-Release#fbid=jibh9Jop5St\" target=\"_blank\">here<\/a>) \u00a0These include\u00a0Cisco Systems, Denodo Technologies, IBM, Informatica, Microsoft, Oracle, Red Hat, SAP, and SAS Institute. \u00a0The report finds that &#8220;the data virtualization market is growing because more Enterprise Architecture pros see data virtualization as a way to address the demand for trusted and secure data in real-time. 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