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Leveraging Task-Parallelism in Energy-Efficient ILU Preconditioners

机译:利用节能ILU预处理器中的任务并行

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We analyze the energy-performance balance of a task-parallel computation of an ILU-based preconditioner for the solution of sparse linear systems on multi-core processors. In particular, we elaborate a theoretical model for the power dissipation, and employ it to explore the effect of the processor power states on the time-power-energy interaction for this calculation. Armed with the insights gained from this study, we then introduce two energy-saving mechanisms which, incorporated into the runtime in charge of the parallel execution of the algorithm, improve energy efficiency by 6.9%, with a negligible impact on performance.
机译:我们分析了基于ILU的Protectuation的任务平行计算的能量 - 性能平衡,以解决多核处理器上稀疏线性系统的解决方案。特别是,我们详细阐述了功耗的理论模型,并采用它来探索处理器功率状态对该计算时 - 功率相互作用的影响。随着这项研究中获得的洞察力,我们介绍了两个节能机制,该机制融合在算法的平行执行中的运行时,提高能源效率为6.9%,对性能的影响忽略不计。

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