Cloud Computing : Data-Intensive Computing and Scheduling

Language: English

Published by Chapman And Hall/CRC, 2012

1466507829 / 9781466507821

Series: Book 19 of 34 - Chapman & Hall/CRC Numerical Analysis and Scientific Computing

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nach der Bestellung gedruckt Neuware - Printed after ordering - As more and more data is generated at a faster-than-ever rate, processing large volumes of data is becoming a challenge for data analysis software. Addressing performance issues, Cloud Computing: Data-Intensive Computing and Scheduling explores the evolution of classical techniques and describes completely new methods and innovative algorithms. The book delineates many concepts, models, methods, algorithms, and software used in cloud computing.After a general introduction to the field, the text covers resource management, including scheduling algorithms for real-time tasks and practical algorithms for user bidding and auctioneer pricing. It next explains approaches to data analytical query processing, including pre-computing, data indexing, and data partitioning. Applications of MapReduce, a new parallel programming model, are then presented. The authors also discuss how to optimize multiple group-by query processing and introduce a MapReduce real-time scheduling algorithm.A useful reference for studying and using MapReduce and cloud computing platforms, this book presents various technologies that demonstrate how cloud computing can meet business requirements and serve as the infrastructure of multidimensional data analysis applications.…

Title
Cloud Computing : Data-Intensive Computing and Scheduling
Author
Frederic Magoules
Publisher
Chapman And Hall/CRC
Publication year
2012
Condition
Neu
Binding
Buch
Language
English
ISBN 10
1466507829
ISBN 13
9781466507821
Item weight
467 grams
Dimensions
240x161x17 mm
Series
Book 19 of 34: Chapman & Hall/CRC Numerical Analysis and Scientific Computing

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