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Cloud Computing: Data-Intensive Computing and Scheduling

Cloud Computing: Data-Intensive Computing and Scheduling (Trade Paperback / Paperback)

By Magoules, Frederic
By Pan, Jie
By Teng, Fei

  • RRP: $130.00
  • $130.00
  • In Stock At Publisher

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 techniqu...es 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.
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ISBN 9780367380847
Released NZ 19 Jun 2019
Publisher Taylor & Francis Ltd
Format Trade Paperback/Paperback
Alternate Format(s) View All (1 other possible title(s) available)
Availability
In stock at publisher; ships 6-12 working days

Full details for this title

ISBN-13 9780367380847
Stock Available
Status In stock at publisher; ships 6-12 working days
Publisher Taylor & Francis Ltd
Imprint CRC Press
Released 19 Jun 2019
Publication Country United Kingdom United Kingdom
Format Trade Paperback/Paperback
Author(s) By Magoules, Frederic
By Pan, Jie
By Teng, Fei
Category Supercomputers
Computer Communications & Networking
Number of Pages 231
Dimensions Width: 152mm
Height: 229mm
Dewey Code 004.6782
Weight 340g
Interest Age 19+ years
Reading Age 19+ years
NBS Text Computer Communications & Networking
ONIX Text College/higher education;Professional and scholarly

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