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Grid tasks scheduling strategy based on degree of multi-objective conflict
基于多目标冲突度网格任务调度策略

Keywords: grid computing,tasks scheduling,linear programming,degree of conflict,generation algorithm
网格计算
,任务调度,线性规划,冲突度,遗传算法

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Abstract:

Multi-objective contradictory problem of independent tasks scheduling exits in grid computing systems, where resources were heterogeneous.Presented multi-objective linear programming model for this problem. Using the model,found multi-objective degree of conflict with gradient vector.This paper proposed model processing and multi-objective degree of conflict generation algorithm.Using the two algorithms, multi-objective dimension utility could obtain max value. The experimental results show that the proposed algorithms for scheduling problem obtain better performance than Max-min and T-Sufferage algorithm in time-dimension, security-dimension, reliability-dimension and dropped task numbers.

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