Assignment of Tasks on Parallel and Distributed Computer Systems par Yskandar HAMAM Gamal Attiya: New (2010)

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pp. 208.

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D�tails bibliographiques

Titre: Assignment of Tasks on Parallel and Distributed Computer Systems
�diteur: VDM Verlag Dr. Mueller Aktiengesellschaft & Co. KG
Date de parution: 2010
Langue: anglais
ISBN � 10 chiffres: 3639300629
ISBN � 13 chiffres: 9783639300628
Reliure: Couverture souple
�tat de l'article: New

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Synopsis

Distributed Computing Systems (DCS) have become competitive in providing the power of a super machine with a small cost. A major problem arises with such system is how to assign tasks of a given application on the available processors of the system so as to achieve one or more objectives. This book tackles such task assignment problem. It first provides a brief overview on the proposed approaches. It then presents four mathematical models to the task assignment problem. Finally, three different algorithms are proposed to solve the mentioned problem. The first algorithm is derived from the Branch-and-Bound (BB) technique. The second algorithm is derived from the Simulated Annealing (SA). The third algorithm is a two phase hybrid approach combining both the SA and the BB techniques. The performance behaviors of the proposed algorithms are evaluated through experimental studies and compared with the most recent leading techniques. This book is targeted at practicing professionals, researchers, and students.

Pr�sentation de l'�diteur

Distributed Computing Systems (DCS) have become competitive in providing the power of a super machine with a small cost. A major problem arises with such system is how to assign tasks of a given application on the available processors of the system so as to achieve one or more objectives. This book tackles such task assignment problem. It first provides a brief overview on the proposed approaches. It then presents four mathematical models to the task assignment problem. Finally, three different algorithms are proposed to solve the mentioned problem. The first algorithm is derived from the Branch-and-Bound (BB) technique. The second algorithm is derived from the Simulated Annealing (SA). The third algorithm is a two phase hybrid approach combining both the SA and the BB techniques. The performance behaviors of the proposed algorithms are evaluated through experimental studies and compared with the most recent leading techniques. This book is targeted at practicing professionals, researchers, and students.

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