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Algorithms and Data Structures for Massive Datasets

by Dzejla Medjedovic, Emin Tahirovic, and Ines Dedovic

 

 

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Descriptions :

Synopsis : Massive modern datasets make traditional data structures and algorithms grind to a halt. This fun and practical guide introduces cutting-edge techniques that can reliably handle even the largest distributed datasets.In Algorithms and Data Structures for Massive Datasets you will learn: Probabilistic sketching data structures for practical problems Choosing the right database engine for your application Evaluating and designing efficient on-disk data structures and algorithms Understanding the algorithmic trade-offs involved in massive-scale systems Deriving basic statistics from streaming data Correctly sampling streaming data Computing percentiles with limited space resources Algorithms and Data Structures for Massive Datasets reveals a toolbox of new methods that are perfect for handling modern big data applications. You?ll explore the novel data structures and algorithms that underpin Google, Facebook, and other enterprise applications that work with truly massive amounts of

 

Details :

Author : Dzejla Medjedovic, Emin Tahirovic, and Ines Dedovic

Pages : 304 pages

Publisher : Manning

Language :

ISBN-10 : 1617298034

ISBN-13 : 9781617298035