On migration and consolidation of VMs in Hybrid CPU-GPU environments

Kuan Ching Li*, Keunsoo Kim, Won W. Ro, Tien Hsiung Weng, Che Lun Hung, Chen Hao Ku, Albert Cohen, Jean Luc Gaudiot

*此作品的通信作者

研究成果: Conference contribution同行評審

1 引文 斯高帕斯(Scopus)

摘要

In this research, we target at the investigation of a dynamic energy-aware management framework on the execution of independent workloads (e.g., bag-of-tasks) in hybrid CPU-GPU PARA-computing platforms, aiming at optimizing the execution of workloads in appropriate computing resources concurrently while balancing the use of solely virtual or physical resources or hybridly selected resources, to achieve the best performance in executing application workloads and minimizing the energy associated with computation selected. Experimental results show that the proposed strategy can contribute to improve performance by introducing optimization techniques, such as workload consolidation and dynamic scheduling. We observed that workload consolidation can potentially improve performance, depending on characteristics of the workload. Also, the workload scheduling results present the importance of resource management by revealing the performance gap among different execution schedules for shared computing resources.

原文English
主出版物標題Intelligent Technologies and Engineering Systems
頁面19-25
頁數7
DOIs
出版狀態Published - 2013
事件2012 1st International Conference on Intelligent Technologies and Engineering Systems, ICITES 2012 - Changhua, Taiwan
持續時間: 13 12月 201215 12月 2012

出版系列

名字Lecture Notes in Electrical Engineering
234 LNEE
ISSN(列印)1876-1100
ISSN(電子)1876-1119

Conference

Conference2012 1st International Conference on Intelligent Technologies and Engineering Systems, ICITES 2012
國家/地區Taiwan
城市Changhua
期間13/12/1215/12/12

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