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

*Corresponding author for this work

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

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.

Original languageEnglish
Title of host publicationBig Data Computing and Communications - 2nd International Conference, BigCom 2016, Proceedings
EditorsYu Wang, Ge Yu, Guoren Wang, Yanyong Zhang, Zhu Han
PublisherSpringer Verlag
Pages321-331
Number of pages11
ISBN (Print)9783319425528
DOIs
Publication statusPublished - 2016
Externally publishedYes
Event2nd International Conference on Big Data Computing and Communications, BigCom 2016 - Shenyang, China
Duration: 29 Jul 201631 Jul 2016

Publication series

NameLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume9784
ISSN (Print)0302-9743
ISSN (Electronic)1611-3349

Conference

Conference2nd International Conference on Big Data Computing and Communications, BigCom 2016
Country/TerritoryChina
CityShenyang
Period29/07/1631/07/16

Keywords

  • Cloud computing
  • Resource scheduling
  • Virtual machine

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