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完美强大的缩放不使用额外的能量

Perfect strong scaling using no additional energy
作者:James Demmel & Andrew Gearhart & Oded Schwartz & Benjamin Lipshitz 作者单位:Electrical Engineering and Computer Sciences University of California at Berkeley 加工时间:2013-11-15 信息来源:EECS 索取原文[17 页]
关键词:能量效率;计算设备;时间模型;能量模型;机器模型;5D算法
摘 要:Energy efficiency of computing devices has become a dominant area of research interest in recent years. Most of this work is focused on architectural techniques to improve power and energy efficiency; only a few consider saving energy at the algorithmic level. We prove that a region of perfect strong scaling in energy exists for matrix multiplication (classical and Strassen) and the direct (O(n2)) n-body problem via the use of 5D algorithms: This means that we can increase the number of processors by a constant factor, with the runtime (both computation and communication) decreasing by the same factor, and the total energy used remaining constant.
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