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

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2019-06-19
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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 algor ... Visas aprašymas

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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.

Daugiau informacijos

Autorius Frederic Magoules, Jie Pan, Fei Teng
Leidėjas CRC Press
Išleidimo metai 2019
Viršelio tipas Minkšti viršeliai
EAN 9780367380847
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140,06 € 186,74 €