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Load Balancing: An Automated Learning Approach

Name: Load Balancing: An Automated Learning Approach
Brand: World Scientific Publishing Co Pte Ltd
SKU: 05065014
Price: 20187 HUF
Availability: InStock
Author: Benjamin W. Wah
ISBN: 9789810221355

Benjamin W. Wah

Pankaj Mehra

Language

English

Book Hardback

Libristo code: 05065014

Publishers World Scientific Publishing Co Pte Ltd, January 1995

This book presents a system that learns new load indices and tunes the parameters of given migration... Full description

Libristo code: 05065014

135 b

20 187 Ft

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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 policies. Together, the system constitutes an automated strategy-learning system for performance-driven improvement of existing load-balancing software.

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About the book

Full name Load Balancing: An Automated Learning Approach

Author Benjamin W. Wah, Pankaj Mehra

Language

English

Binding Book - Hardback

Date of issue 1995

Number of pages 156

EAN 9789810221355

ISBN 9810221355

Libristo code 05065014

Publishers World Scientific Publishing Co Pte Ltd

Weight 18

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