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Parallel load balancing for dynamic execution environments

机译:动态执行环境的并行负载平衡

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The development and implementation of a new method for parallel dynamic load balancing is presented. The load balancer uses an octree-based method to calculate the amount of imbalance and determine a new partitioning for the hybrid mesh. The balancer is designed to redistribute the work when the loads on the processors change due to local mesh adaptation or to changes in the parallel execution system. For the case of a dynamic parallel system, the loads on the processors are determined by run time measurements and the balancer redistributes the work based on these timings. Since the load balancer uses the same octree-based technique employed by the partitioner, the overall change in the partitions is minimized and a reduced amount of data migration is realined. The qualities of the partitions are maintained even after multiple load balancings. The effectiveness of the dynamic load balancer is demonstrated via parallel execution times for adaptive turbulent flow simulations.
机译:提出了一种新的并行动态负载均衡方法的开发与实现。负载平衡器使用基于八叉树的方法来计算不平衡量,并确定混合网格的新分区。平衡器设计用于当处理器的负载由于本地网格自适应或并行执行系统的更改而改变时重新分配工作。对于动态并行系统,处理器上的负载由运行时测量确定,并且平衡器根据这些时序重新分配工作。由于负载均衡器使用的是与分区器相同的基于八叉树的技术,因此分区中的总体变化被最小化,并且实现了减少的数据迁移量。即使在进行多次负载平衡之后,分区的质量也会保持不变。动态负载平衡器的有效性通过并行执行时间证明了自适应湍流仿真。

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