Ai BCS: A GPU cluster scheduling optimization based on SKE model
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- 作者：Bocheng LiuAuthor Vitae ; Qingkui Chen ; chenqingkui@usst.edu.cnAuthor Vitae ; Jinjing LiAuthor Vitae ; Liping GaoAuthor Vitae
- 关键词：GPU cluster ; Energy Consumption ; SKE (Single Kernel Estimate) Model ; BCS
- 刊名：Microprocessors and Microsystems
- 出版年：2016
- 出版时间：November 2016
- 年：2016
- 卷：47
- 期：part_PA
- 页码：121-132
- 全文大小：1824 K
- 卷排序：47
文摘
SKE is more accurate than the other models. SKE can help us to choose the best solution of parallel program and optimize the thread-block configurations for the different types of GPU. SKE can help the scheduling algorithm of GPU cluster to reduce the subtask-migration of balance according to the current load.