Download e-book for kindle: Cloud Computing: Data-Intensive Computing and Scheduling by Frederic Magoules,Jie Pan,Fei Teng

By Frederic Magoules,Jie Pan,Fei Teng

As a growing number of info is generated at a faster-than-ever expense, processing huge volumes of knowledge is changing into a problem for information research software program. Addressing functionality concerns, Cloud Computing: Data-Intensive Computing and Scheduling explores the evolution of classical recommendations and describes thoroughly new equipment and cutting edge algorithms. The booklet delineates many suggestions, versions, tools, algorithms, and software program utilized in cloud computing.

After a common creation to the sphere, the textual content covers source administration, together with scheduling algorithms for real-time initiatives and sensible algorithms for person bidding and auctioneer pricing. It subsequent explains methods to info analytical question processing, together with pre-computing, facts indexing, and knowledge partitioning. functions of MapReduce, a brand new parallel programming version, are then provided. The authors additionally talk about tips on how to optimize a number of group-by question processing and introduce a MapReduce real-time scheduling algorithm.

A important reference for learning and utilizing MapReduce and cloud computing systems, this e-book offers a number of applied sciences that exhibit how cloud computing can meet enterprise requisites and function the infrastructure of multidimensional information research applications.

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Cloud Computing: Data-Intensive Computing and Scheduling (Chapman & Hall/CRC Numerical Analysis and Scientific Computing Series) by Frederic Magoules,Jie Pan,Fei Teng

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