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Cloud computing : data-intensive computing and scheduling / Frederic Magoules, Jie Pan and Fei Teng

By: Contributor(s): Material type: TextTextPublication details: Boca Raton CRC Press 2013Description: 205 pISBN:
  • 9781138583313
Subject(s): DDC classification:
  • 004.6782 MAG-F
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Holdings
Item type Current library Collection Shelving location Call number Status Date due Barcode Item holds
Books Books BITS Pilani Hyderabad 003-007 General Stack (For lending) 004.6782 MAG-F (Browse shelf(Opens below)) Available 37308
Total holds: 0

This book presents various technologies that demonstrate how cloud computing can meet business requirements and serve as the infrastructure of multidimensional data analysis applications. Addressing performance issues, it explores the evolution of classical techniques and describes completely new methods and innovative algorithms. The text covers scheduling algorithms for real-time tasks and practical algorithms for user bidding and auctioneer pricing. It explains approaches to data analytical query processing, including pre-computing, data indexing and data partitioning. Applications of MapReduce, a new parallel programming model, are also presented.

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