Adaptive scheduling and resource assessment in GRID

Authors:
V. Krasnotcshekov;A. Vakhitov
Affiliations:
Chair of Software Engineering, Department of Mathematics and Mechanics, Saint Petersburg State University, Russia;Chair of Software Engineering, Department of Mathematics and Mechanics, Saint Petersburg State University, Russia
Venue:
PaCT'07 Proceedings of the 9th international conference on Parallel Computing Technologies
Year:
2007

Citing 1
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Dynamic load balancing of distributed SPMD computations with explicit message-passing

HCW '97 Proceedings of the 6th Heterogeneous Computing Workshop (HCW '97)

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Abstract

The problems of scheduling computations in GRID and optimal usage of GRID resources from client side are considered. The general cost functional for GRID scheduling is defined. The cost function is then used to define some scheduling policy based on Simutaneous Perturbation Stochastic Optimization Algorithm, which is used because of it's fast convergence in multidimensional noisy systems. The technique proposed is being implemented for brokering in GPE4GTK environment to compare it with other techniques.