Job placement advisor based on turnaround predictions for HPC hybrid clouds
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- 作者：Renato L.F. Cunha ; renatoc@br.ibm.com" class="auth_mail" title="E-mail the corresponding authorAuthor Vitae ; Eduardo R. RodriguesAuthor Vitae ; Leonardo P. TizzeiAuthor Vitae ; Marco A.S. NettoAuthor Vitae
- 关键词：HPC ; Cloud computing ; Hybrid cloud ; Machine learning ; Advisory system ; Runtime and wait time predictions
- 刊名：Future Generation Computer Systems
- 出版年：2017
- 出版时间：February 2017
- 年：2017
- 卷：67
- 期：Complete
- 页码：35-46
- 全文大小：1342 K
文摘
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Decision support tool based on turnaround predictions for HPC hybrid clouds.
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Cutoff function to make resource allocation decisions under uncertainty.
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Enhanced turnaround prediction using scheduler information.
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Impact analysis of feature selection on machine learning predictor.