Data Virtualization Business Intelligence Systems Van Der Lans Book en US
November 6, 2016 | Author: rupeshvin | Category: N/A
Short Description
Using Business Intelligence Data Virtuliz...
Description
Data Virtualization for Business Intelligence Systems Revolutionizing Data Integration for Data Warehouses
Rick F. van der Lans
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