Improved PC based resource scheduling algorithm for virtual machines in cloud computing

Baiyou Qiao*, Muchuan Shen, Junhai Zhu, Yujie Zheng, Xiaolong Li, Bin Tong, Donghai Chen, Guoren Wang

*此作品的通讯作者

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

The existing resource scheduling algorithms for virtual machines usually use serial job deployment ways which easily lead to the job completion time overlong and the system load unbalance. To solve the problems, an Improved Potential Capacity (IPC) based resource scheduling algorithm for virtual machines is proposed, which comprehensively considers the overall job completion time and system load balancing, and applies a new metric to dynamically estimate the resource remaining capacities of virtual machines, and thus reduce the inexact matching between jobs and virtual machines. A batch job deployment method is also proposed to execute the batch job deployment. Many simulation experimental results show that the proposed algorithm can effectively decrease the overall job completion time and improve the load balancing of a cloud system.

源语言英语
主期刊名Big Data Computing and Communications - 2nd International Conference, BigCom 2016, Proceedings
编辑Yu Wang, Ge Yu, Guoren Wang, Yanyong Zhang, Zhu Han
出版商Springer Verlag
321-331
页数11
ISBN(印刷版)9783319425528
DOI
出版状态已出版 - 2016
已对外发布
活动2nd International Conference on Big Data Computing and Communications, BigCom 2016 - Shenyang, 中国
期限: 29 7月 201631 7月 2016

出版系列

姓名Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
9784
ISSN(印刷版)0302-9743
ISSN(电子版)1611-3349

会议

会议2nd International Conference on Big Data Computing and Communications, BigCom 2016
国家/地区中国
Shenyang
时期29/07/1631/07/16

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