Cloud Computing: Data-Intensive Computing and Scheduling by Frederic Magoules,Jie Pan,Fei Teng

By Frederic Magoules,Jie Pan,Fei Teng

As progressively more info is generated at a faster-than-ever price, processing huge volumes of knowledge is changing into a problem for info research software program. Addressing functionality matters, Cloud Computing: Data-Intensive Computing and Scheduling explores the evolution of classical suggestions and describes thoroughly new tools and leading edge algorithms. The e-book delineates many ideas, types, equipment, algorithms, and software program utilized in cloud computing.



After a basic creation to the sphere, the textual content covers source administration, together with scheduling algorithms for real-time projects and useful algorithms for consumer bidding and auctioneer pricing. It subsequent explains techniques to info analytical question processing, together with pre-computing, facts indexing, and information partitioning. purposes of MapReduce, a brand new parallel programming version, are then awarded. The authors additionally speak about find out how to optimize a number of group-by question processing and introduce a MapReduce real-time scheduling algorithm.



A valuable reference for learning and utilizing MapReduce and cloud computing structures, this booklet offers numerous applied sciences that reveal how cloud computing can meet enterprise specifications and function the infrastructure of multidimensional info research applications.

Show description

Read Online or Download Cloud Computing: Data-Intensive Computing and Scheduling (Chapman & Hall/CRC Numerical Analysis and Scientific Computing Series) PDF

Best number systems books

Theory and Numerics of Differential Equations: Durham 2000 (Universitext)

A compilation of certain lecture notes on six subject matters on the vanguard of present study in numerical research and utilized arithmetic. every one set of notes offers a self-contained consultant to a present study region and has an intensive bibliography. moreover, many of the notes include special proofs of the foremost effects.

Numerical Linear Approximation in C (Chapman & Hall/CRC Numerical Analysis and Scientific Computing Series)

Illustrating the relevance of linear approximation in various fields, Numerical Linear Approximation in C provides a distinct choice of linear approximation algorithms that may be used to investigate, version, and compress discrete facts. built via the lead writer, the algorithms were effectively utilized to a number of engineering initiatives on the nationwide learn Council of Canada.

Introduction to Elementary Computational Modeling: Essential Concepts, Principles, and Problem Solving (Chapman & Hall/CRC Computational Science)

With an emphasis on challenge fixing, this publication introduces the fundamental rules and primary strategies of computational modeling. It emphasizes reasoning and conceptualizing difficulties, the hassle-free mathematical modeling, and the implementation utilizing computing techniques and rules. Examples are integrated that display the computation and visualization of the applied types.

Numerical Mathematics and Advanced Applications: Proceedings of ENUMATH 2007, the 7th European Conference on Numerical Mathematics and Advanced Applications, Graz, Austria, September 2007

The ecu convention on Numerical arithmetic and complicated functions (ENUMATH) is a chain of meetings held each years to supply a discussion board for dialogue on fresh points of numerical arithmetic and their purposes. The ? rst ENUMATH convention used to be held in Paris (1995), and the sequence endured by means of the only in Heidelberg (1997), Jyvaskyla (1999), Ischia (2001), Prague (2003), and Santiago de Compostela (2005).

Extra info for Cloud Computing: Data-Intensive Computing and Scheduling (Chapman & Hall/CRC Numerical Analysis and Scientific Computing Series)

Example text

Download PDF sample

Rated 4.67 of 5 – based on 42 votes