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ROBUST RESOURCE ALLOCATION FOR PARALLEL DISTRIBUTED COMPUTING SYSTEMS

 

Marketed By :  LAP LAMBERT Academic Publishing   Sold By :  Kamal Books International  
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  • Product Description
 

This book investigates a problem of robust resource allocation for distributed computing systems operating under QoS constraints. Often, such systems function in a physical environment replete with uncertainty causing the amount of processing required over time to fluctuate substantially. The first two chapters show how an effective resource allocation can be achieved in the shipboard distributed computing system and IBM cluster based imaging system. The general form of stochastic robustness metric is presented next, where the relationship between uncertainty in system and its impact on performance are linked stochastically. The utility of the established metric is exploited for the large class of distributed systems operating on periodically updated data sets. One of the major reasons for possible QoS violations in distributed systems is a loss of resources, frequently caused by abnormal operating conditions. The last chapter describes a solution method based on the concepts of the Derman- Lieberman- Ross theorem. The experimental results indicate a significant potential of this approach to generate robust resource allocations in unstable distributed systems.

Product Specifications
SKU :COC22286
AuthorVladimir Shestak
LanguageEnglish
BindingPaperback
Number of Pages156
Publishing Year5/26/2010
ISBN978-3838366722
Edition1 st
Book TypeComputer networking & communications
Country of ManufactureIndia
Product BrandLAP LAMBERT Academic Publishing
Product Packaging InfoBox
In The Box1 Piece
Product First Available On ClickOnCare.com2015-07-28 00:00:00