Load Balancing: An Automated Learning Approach - Couverture rigide

Mehra, Pankaj; Wah, Benjamin W

 
9789810221355: Load Balancing: An Automated Learning Approach
Couverture rigide
ISBN 10 : 9810221355 ISBN 13 : 9789810221355
Editeur : World Scientific Publishing Co Pte Ltd, 1995

Synopsis

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.

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

Éditeur
World Scientific Publishing Co Pte Ltd
Date d'édition
1995
Langue
anglais
ISBN 10 
9810221355
ISBN 13 
9789810221355
Reliure
Relié
Nombre de pages
156
Coordonnées du fabricant
non disponible
Personne responsable
non disponible