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Optimized Cloud Based Scheduling
Engelsk
Bogcover for Optimized Cloud Based Scheduling af John A. Leong, Rong Kun Jason Tan, Amandeep S. Sidhu, 9783030103330
Specifikationer
Sprog:
Engelsk
Sider:
99
ISBN-13:
9783030103330
Indbinding:
Paperback
ISBN-10:
3030103331
Udg. Dato:
11 feb 2019
Størrelse i cm:
23,5 x 15,5
Oplagsdato:
11 feb 2019

Optimized Cloud Based Scheduling

Engelsk
Paperback 2019
Format:

Bog beskrivelse

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.

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Specifikationer
Sprog:
Engelsk
Sider:
99
ISBN-13:
9783030103330
Indbinding:
Paperback
ISBN-10:
3030103331
Udg. Dato:
11 feb 2019
Størrelse i cm:
23,5 x 15,5
Oplagsdato:
11 feb 2019
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