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In the grid environment, there are a large number of grid resources scheduling algorithms. According to the ex- isting Min-Min scheduling algorithm in uneven load, and low resource utilization rate, we put forward LoBa-Min-Min al- gorithm, which is based on load balance. This algorithm first used Min-Min algorithm preliminary scheduling, then ac- cording to the standard of reducing Makespan, the tasks on heavy-loaded resources would be assigned to resources that need less time to load balance, raise resource utilization rate, and achieve lesser completion time. We used benchmark of instance proposed by Braun et al. to prove feasibility and effectiveness of the algorithm. At Last, We introduced the SPA and gave the experimental results of Min-Min-SPA and LoBa-Min-Min-SPA.

LoBa-Min-Min-SPA: Grid Resources Scheduling Algorithm Based on Load Balance Using SPA