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An Architecture for Fast and General Data Processing on Large Clusters (ACM Books)

An Architecture for Fast and General Data Processing on Large Clusters (ACM Books)

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An Architecture for Fast and General Data Processing on Large Clusters (ACM Books)

by Zaharia, Matei

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  • Paperback
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New
ISBN 10
1970001569
ISBN 13
9781970001563
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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 (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;

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Leopolis Volodymyr Dmyterko

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About the Seller

Leopolis Volodymyr Dmyterko

Seller rating:
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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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Wrappers
The paper covering on the outside of a paperback. Also see the entry for pictorial wraps, color illustrated coverings for...
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A new book is a book previously not circulated to a buyer. Although a new book is typically free of any faults or defects, "new"...

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