Mehra, Pankaj,  1964-245 <br/><br/>
Load balancing  an automated learning approach /  [electronic resource] : 
Pankaj Mehra,   Benjamin W. Wah. 
 - Singapore :  World Scientific Publishing Co. Pte Ltd.,  ©1995. 
 - 1 online resource (156 p.) :  ill. 
<br/><br/>Includes bibliographical references and index. 
<br/><br/> "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."-- 
<br/><br/><br/>Mode of access: World Wide Web. <br/>System requirements: Adobe Acrobat Reader. 
<br/><br/><label>ISBN: </label>9789812831224 
<br/><br/><label>LCCN: </label>
<br/><br/><label>Subjects--Topical Terms: </label><br/>Electronic data processing--Distributed processing.<br/>Computer capacity--Planning.<br/>Electronic books.
<br/><br/><label>LC Class. No.: </label>QA76.9.D5  / M47 1995 
<br/><br/><label>Dewey Class. No.: </label>005.4/3