Benjamin W. Wah's Books

Load Balancing: An Automated Learning Approach

By: Pankaj Mehra,Benjamin W Wah

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Load Balancing: An Automated Learning Approach

By: Pankaj Mehra,Benjamin W Wah

This book presents a system that learns new load indices and tunes the parameters of given migration policies. The key component is a dynamic workload generator that allows off-line measurement of task-completion times under a wide variety of precisely controlled loading conditions. The workload data collected are used for training comparator neural networks, a novel architecture for learning to compare functions of time series and for generating a load index to be used by the load balancing strategy. Finally, the load-index traces generated by the comparator networks are used in a population-based learning system for tuning the parameters of a given load-balancing policy. Together, the system constitutes an automated strategy-learning system for performance-driven improvement of existing load-balancing software.

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Page Count

155

Publisher

World Scientific Publishing Company

Published Date

ISBN 10

981310483X

ISBN 13

9789813104839

Wiley Encyclopedia of Computer Science and Engineering, 5 Volume Set

By: Benjamin W. Wah

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Wiley Encyclopedia of Computer Science and Engineering, 5 Volume Set

By: Benjamin W. Wah

Wiley Encyclopedia of Computer Science and Engineering, 5-volume set, includes over 450 A to Z articles addressing the latest advances and findings in computer science and engineering, in addition to important topics of interest to computer scientists and engineers, including standards, electronic commerce, financial engineering, and computer education. Each article is written by an expert in his or her particular specialty and is peer-reviewed by two other experts to ensure that it is clear and precise. References and website of related interest accompany every article.

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Page Count

3348

Publisher

Wiley-Interscience

Published Date

ISBN 10

0471383937

ISBN 13

9780471383932

Wiley Encyclopedia of Computer Science and Engineering

By: Benjamin W. Wah

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Wiley Encyclopedia of Computer Science and Engineering

By: Benjamin W. Wah

Includes over 450 A to Z articles addressing the latest advances and findings in computer science and engineering, in addition to important topics of interest to computer scientists and engineers, including standards, electronic commerce, financial engineering, and computer education. Each article is written by an expert in his or her particular specialty and is peer-reviewed by two other experts to ensure that it is clear and precise. References and website of related interest accompany every article.

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Page Count

3223

Published Date

ISBN 10

047005011X

ISBN 13

9780470050118

Book's by Benjamin W. Wah

Load Balancing: An Automated Learning Approach

Load Balancing: An Automated Learning Approach

Wiley Encyclopedia of Computer Science and Engineering, 5 Volume Set

Wiley Encyclopedia of Computer Science and Engineering, 5 Volume Set

Wiley Encyclopedia of Computer Science and Engineering

Wiley Encyclopedia of Computer Science and Engineering

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