Power-Efficient Load-Balancing on Heterogeneous Computing Platforms

被引:0
|
作者
Khan, Muhammad Usman Karim [1 ]
Shafique, Muhammad [2 ]
Gupta, Apratim [3 ]
Schumann, Thomas [3 ]
Henkel, Joerg [2 ]
机构
[1] IBM Res & Dev Lab, Boblingen, Germany
[2] Karlsruhe Inst Technol, Chair Embedded Syst, D-76021 Karlsruhe, Germany
[3] Univ Appl Sci, Darmstadt, Germany
关键词
Heterogeneous Computing; Power-Efficiency; Load Balancing; Hardware Accelerator; DVFS;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In order to address the throughput constraints of the system at minimal power consumption, the workload of computing nodes should be balanced. This requires accounting for the underlying hardware characteristics and throughput sustainable by these nodes. This work provides a workload distribution and balancing methodology of a divisible load under a throughput constraint, on heterogeneous nodes. The power efficiency of each node is considered during load distribution. For load balancing, the frequency of the node is determined which just fulfills the timing requirement. Compared to a state-of-the-art-scheme, our scheme results in up to 64% performance improvement for the benchmarks evaluated in this paper.
引用
收藏
页码:1469 / 1472
页数:4
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