Load Balancing 2024 pdf epub mobi 电子书

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发表于2024-07-01

Load Balancing 2024 pdf epub mobi 电子书

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出版者:World Scientific Pub Co Inc

作者:Pankaj Mehra

出品人:

页数:139

译者:

出版时间:1995-03

价格:USD 28.00

装帧:Hardcover

isbn号码:9789810221355

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Load Balancing 2024 pdf epub mobi 电子书图书描述

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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