eBook - PDF

Load Balancing

Name: Load Balancing
ISBN: 9789813104839

An Automated Learning Approach

Pankaj Mehra,

Benjamin W Wah;;;,

156 pages
English
PDF
Available on iOS & Android

eBook - PDF

Load Balancing

An Automated Learning Approach

Pankaj Mehra,

Benjamin W Wah;;;,

About this book

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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Yes, you can access Load Balancing by Pankaj Mehra, Benjamin W Wah;;; in PDF and/or ePUB format, as well as other popular books in Computer Science & Artificial Intelligence (AI) & Semantics. We have over one million books available in our catalogue for you to explore.