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Mitigating Interference between Scientific Applications in OS-Level Virtualized Environmentsopen access

Authors
Adufu, TheodoraKim, Yoonhee
Issue Date
Mar-2018
Publisher
HINDAWI LTD
Citation
SCIENTIFIC PROGRAMMING, v.2018
Journal Title
SCIENTIFIC PROGRAMMING
Volume
2018
URI
https://scholarworks.sookmyung.ac.kr/handle/2020.sw.sookmyung/4621
DOI
10.1155/2018/7548527
ISSN
1058-9244
1875-919X
Abstract
Recent research and production environments are deployingmore container technologies for the execution of HPC applications and for reproducing scientific workflows or computing environments. Research works, however, have not accounted for performance interference when executing corunning applications in containers though the absence of an efficient performance isolation layer cannot guarantee the absence of performance interference among multiple corunning applications which share resources. In this research, we propose an interference-aware scheduling method that mitigates the problem of performance interference based on applications' I/O and CPU usage profiles. The proposed method estimates the amount of interference between various pairs of applications and coschedules them based on estimated interference. We evaluate the proposed method for both Bag-of-Tasks (BOT) scientific applications and scientific workflows and compare our method to the Weighted Mean Method. Our method improves the performance of the target scientific application by coscheduling applications with the least estimated interference ratios.
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Kim, Yoonhee
공과대학 (소프트웨어학부(첨단))
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