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1991 Third IEEE Symposium on Parallel and Distributed Processing
A decentralized task scheduling algorithm and its performance modeling for computer networks
Dallas, Texas USA
December 02-December 05
ISBN: 0-8186-2310-1
Ahmad, Sch. of Comput. & Inf. Sci., Syracuse Univ., NY, USA
Ghafoor, Sch. of Comput. & Inf. Sci., Syracuse Univ., NY, USA
Mehrotra, Sch. of Comput. & Inf. Sci., Syracuse Univ., NY, USA
A dynamic task scheduling algorithm is presented. The algorithm is an extension of a nearest neighbor load balancing strategy with an enhanced degree of efficiency and it is intended for multicomputers connected by a store and forward communication network. The algorithm is modeled by a central server open queueing network. It is shown that the response time of a task consists of two parts. The first part comprises a task's settling time which consists of scheduling time, communication time, and waiting time. The second part comprises waiting time in the execution queue in the execution time itself. The algorithm is comprehensively evaluated through a simulation and analytical model, and is shown to be both stable and efficient. For performance evaluation, the task transfer cost and the scheduling overhead is also taken into account. Experimental results are also obtained for another nearest neighbor scheduling scheme and compared with the algorithm.
Index Terms:
scheduling queues, decentralized task scheduling algorithm, performance modeling, computer networks, dynamic task scheduling algorithm, nearest neighbor load balancing, multicomputers, store and forward, communication network, central server open queueing network, response time, settling time, scheduling time, communication time, waiting time, execution queue, performance evaluation, task transfer cost
Citation:
Ahmad, Ghafoor, Mehrotra, "A decentralized task scheduling algorithm and its performance modeling for computer networks," spdp, pp.314-321, 1991 Third IEEE Symposium on Parallel and Distributed Processing, 1991
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