Data, Semantics and Cloud Computing

Optimized Cloud Based Scheduling

Authors: Tan, Rong Kun Jason, Leong, John A., Sidhu, Amandeep S.

  • Presents an improved design for service provisioning and allocation models in a hybrid cloud environment
  • Proposes approaches for addressing scheduling and performance issues in big data analytics
  • Showcases new algorithms for hybrid cloud scheduling
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Buy this book

eBook 71,39 €
price for Spain (gross)
  • Due: March 19, 2018
  • ISBN 978-3-319-73214-5
  • Digitally watermarked, DRM-free
  • Included format:
  • ebooks can be used on all reading devices
Hardcover 90,47 €
price for Spain (gross)
  • Due: March 19, 2018
  • ISBN 978-3-319-73212-1
  • Free shipping for individuals worldwide
  • The final prices may differ from the prices shown due to specifics of VAT rules
About this book

This book presents an improved design for service provisioning and allocation models that are validated through running genome sequence assembly tasks in a hybrid cloud environment. It proposes approaches for addressing scheduling and performance issues in big data analytics and showcases new algorithms for hybrid cloud scheduling. Scientific sectors such as bioinformatics, astronomy, high-energy physics, and Earth science are generating a tremendous flow of data, commonly known as big data. In the context of growing demand for big data analytics, cloud computing offers an ideal platform for processing big data tasks due to its flexible scalability and adaptability. However, there are numerous problems associated with the current service provisioning and allocation models, such as inefficient scheduling algorithms, overloaded memory overheads, excessive node delays and improper error handling of tasks, all of which need to be addressed to enhance the performance of big data analytics.

Buy this book

eBook 71,39 €
price for Spain (gross)
  • Due: March 19, 2018
  • ISBN 978-3-319-73214-5
  • Digitally watermarked, DRM-free
  • Included format:
  • ebooks can be used on all reading devices
Hardcover 90,47 €
price for Spain (gross)
  • Due: March 19, 2018
  • ISBN 978-3-319-73212-1
  • Free shipping for individuals worldwide
  • The final prices may differ from the prices shown due to specifics of VAT rules
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Bibliographic Information

Bibliographic Information
Book Title
Optimized Cloud Based Scheduling
Authors
Series Title
Data, Semantics and Cloud Computing
Series Volume
759
Copyright
2018
Publisher
Springer International Publishing
Copyright Holder
Springer International Publishing AG
eBook ISBN
978-3-319-73214-5
DOI
10.1007/978-3-319-73214-5
Hardcover ISBN
978-3-319-73212-1
Edition Number
1
Number of Pages
XIII, 99
Number of Illustrations and Tables
33 b/w illustrations
Topics