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Computation and Storage in the Cloud: Understanding the Trade-Offs
Contributor(s): Yuan, Dong (Author), Yang, Yun (Author), Chen, Jinjun (Author)
ISBN: 0124077676     ISBN-13: 9780124077676
Publisher: Elsevier
OUR PRICE:   $49.45  
Product Type: Paperback - Other Formats
Published: February 2013
Qty:
Additional Information
BISAC Categories:
- Computers | Systems Architecture - Distributed Systems & Computing
- Computers | Computer Science
- Computers | Networking - General
Dewey: 004.678
LCCN: 2012953113
Series: Elsevier Insights
Physical Information: 0.27" H x 6" W x 9" (0.40 lbs) 128 pages
 
Descriptions, Reviews, Etc.
Publisher Description:

Computation and Storage in the Cloud is the first comprehensive and systematic work investigating the issue of computation and storage trade-off in the cloud in order to reduce the overall application cost. Scientific applications are usually computation and data intensive, where complex computation tasks take a long time for execution and the generated datasets are often terabytes or petabytes in size. Storing valuable generated application datasets can save their regeneration cost when they are reused, not to mention the waiting time caused by regeneration. However, the large size of the scientific datasets is a big challenge for their storage. By proposing innovative concepts, theorems and algorithms, this book will help bring the cost down dramatically for both cloud users and service providers to run computation and data intensive scientific applications in the cloud.

  • Covers cost models and benchmarking that explain the necessary tradeoffs for both cloud providers and users
  • Describes several novel strategies for storing application datasets in the cloud
  • Includes real-world case studies of scientific research applications