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The Enterprise Big Data Lake: Delivering on the Promise of Hadoop and Data Science in the Enterprise, by Alex Gorelik
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Enterprises are experimenting with using Hadoop to build Big Data Lakes, but many projects are stalling or failing because the approaches that worked at Internet companies have to be adopted for the enterprise. This practical handbook guides managers and IT professionals from the initial research and decision-making process through planning, choosing products, and implementing, maintaining, and governing the modern data lake.
You'll explore various approaches to starting and growing a Data Lake, including Data Warehouse off-loading, analytical sandboxes, and "Data Puddles." Author Alex Gorelik shows you methods for setting up different tiers of data, from raw untreated landing areas to carefully managed and summarized data. You'll learn how to enable self-service to help users find, understand, and provision data; how to provide different interfaces to users with different skill levels; and how to do all of that in compliance with enterprise data governance policies.
- Sales Rank: #1076891 in Books
- Published on: 2017-03-25
- Original language: English
- Number of items: 1
- Dimensions: 9.17" h x .59" w x 7.01" l, .0 pounds
- Binding: Paperback
- 200 pages
About the Author
Alex is CEO and Founder of Waterline Data. As founder of three startups, Alex spent his career inventing cutting edge data-oriented technology and bringing it to market. Prior to Waterline Data, Alex served as GM of Informatica’s Data Quality Business Unit, driving Marketing, Product Management and R&D for an $80M business. Also for Informatica, Alex managed a team of 400 engineers and product managers as SVP of R&D for Core Technology, developing Informatica’s platform and Data Integration technology. Alex joined Informatica from IBM, where he was an IBM Distinguished Engineer for the Information Integration team. IBM acquired Alex's second startup, Exeros, where he was founder, CTO and VP of Engineering. Previously, Alex was co-founder, CTO and VP of Engineering at Acta Technology (acquired by Business Objects and now marketed as SAP Business Objects Data Services). Prior to founding Acta, Alex managed development of Replication Server at Sybase and worked on Sybase’s strategy for enterprise application integration (EAI). Earlier, he developed the database kernel for Amdahl’s Design Automation group. Alex holds a B.S. in Computer Science from Columbia University School of Engineering and a M.S. in Computer Science from Stanford University.
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