An Architecture for Fast and General Data Processing on Large Clusters (ACM Books)
by Zaharia, Matei
- New
- Paperback
- Condition
- New
- ISBN 10
- 1970001569
- ISBN 13
- 9781970001563
- Seller
-
Kraków, Poland
Payment Methods Accepted
About This Item
Morgan & Claypool Publishers, 2016 8vo (23.5 cm), XII, 130 pp. Laminated wrappers. "This book, a revised version of the 2014 ACM Dissertation Award winning dissertation, proposes an architecture for cluster computing systems that can tackle emerging data processing workloads at scale. Whereas early cluster computing systems, like MapReduce, handled batch processing, our architecture also enables streaming and interactive queries, while keeping MapReduce's scalability and fault tolerance. And whereas most deployed systems only support simple one-pass computations (e.g., SQL queries), ours also extends to the multi-pass algorithms required for complex analytics like machine learning. Finally, unlike the specialized systems proposed for some of these workloads, our architecture allows these computations to be combined, enabling rich new applications that intermix, for example, streaming and batch processing." (from the publisher's synopsis)
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Details
- Bookseller
- Leopolis Volodymyr Dmyterko (PL)
- Bookseller's Inventory #
- 008495
- Title
- An Architecture for Fast and General Data Processing on Large Clusters (ACM Books)
- Author
- Zaharia, Matei
- Format/Binding
- Soft cover
- Book Condition
- New
- Quantity Available
- 1
- Binding
- Paperback
- ISBN 10
- 1970001569
- ISBN 13
- 9781970001563
- Publisher
- Morgan & Claypool Publishers
- Date Published
- 2016
- Bookseller catalogs
- Mathematics;
Terms of Sale
Leopolis Volodymyr Dmyterko
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About the Seller
Leopolis Volodymyr Dmyterko
Biblio member since 2019
Kraków
About Leopolis Volodymyr Dmyterko
Specializing in mathematical sciences, Church Slavonic and Slavic books, Eastern European history, travels and topography, bibliography, history and art of the book, history of libraries and collections
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