Cloud-computing : data-intensive computing and scheduling
by
 
Magoul's, F. (Frederic), author.

Title
Cloud-computing : data-intensive computing and scheduling

Author
Magoul's, F. (Frederic), author.

ISBN
9780429112577

Physical Description
1 online resource (xxiii, 205 pages)

Series
Chapman & Hall/CRC numerical analysis and scientific computing
 
Chapman & Hall/CRC numerical analysis and scientific computing.

General Note
A Chapman & Hall book.

Contents
1. Overview of cloud computing -- 2. Resource scheduling for cloud computing -- 3. Game theoretical allocation in a cloud datacenter -- 4. Multi-dimensional data analysis in a cloud datacenter -- 5. Data intensive applications with MapReduce -- 6. Large-scale multi-dimensional data aggregation -- 7. Multi-dimensional data analysis optimization -- 8. Real-time scheduling with MapReduce -- 9. Future for cloud computing.

Abstract
This practical book delves into new cloud computing technologies and indicates the main challenges for their development in the future, especially for resource management problems. By systematizing cloud resource management problems, it helps knowledgeable readers who are not subject matter experts in a topic but want to have an in-depth analysis. It provides a parallel programming model, MapReduce, to parallelize multidimensional analytical query processing. The text includes how to master the fundamental concepts and programming models and apply them successfully to reach objectives. The authors discuss how to maximize the value of existing scheduling algorithms from a theoretical point of view-- Provided by publisher.

Subject Term
Cloud computing.
 
Parallel programs (Computer programs)
 
Computer scheduling.

Added Author
Pan, Jie, 1979-
 
Teng, Fei.

Electronic Access
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LibraryMaterial TypeItem BarcodeShelf Number[[missing key: search.ChildField.HOLDING]]Status
Online LibraryE-Book547626-1001QA76.585 .M34 2013CRC E-Books