Implementation of modified overload detection technique with VM selection strategies based on heuristics and migration control

Mohammad Alaul Haque Monil, Rashedur M. Rahman

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

31 Scopus citations

Abstract

Due to the fast growing computing need catered by Cloud infrastructure, energy consumption reduction has been an active field of research. Dynamic VM consolidation is one such research area where server load is monitored and intelligent decision is taken to optimize the usage of datacenters. In our research, we have designed an overload detection method and several VM selection methods for VM migration to achieve the trade off in VM consolidation. We have redesigned and updated an existing overload detection algorithm using heuristics and implement it in our new VM selection algorithms combining migration control and heuristics that was introduced in[9,10]. We have evaluated our algorithms through simulation on large-scale experiments driven by real-world workload traces from more than a thousand Planet lab VMs. From the comparison with existing energy aware VM consolidation methods, it is found that performance of proposed method incurs least energy consumption.

Original languageEnglish
Title of host publication2015 IEEE/ACIS 14th International Conference on Computer and Information Science, ICIS 2015 - Proceedings
EditorsTakayuki Ito, Yanggon Kim, Naoki Fukuta
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages223-227
Number of pages5
ISBN (Electronic)9781479986798
DOIs
StatePublished - Jul 24 2015
Externally publishedYes
Event14th IEEE/ACIS International Conference on Computer and Information Science, ICIS 2015 - Las Vegas, United States
Duration: Jun 28 2015Jul 1 2015

Publication series

Name2015 IEEE/ACIS 14th International Conference on Computer and Information Science, ICIS 2015 - Proceedings

Conference

Conference14th IEEE/ACIS International Conference on Computer and Information Science, ICIS 2015
Country/TerritoryUnited States
CityLas Vegas
Period06/28/1507/1/15

Keywords

  • Cloud
  • CloudSim toolkit
  • Datacenter
  • Dynamic Virtual Machine Consolidation
  • Planetlab VM data

Fingerprint

Dive into the research topics of 'Implementation of modified overload detection technique with VM selection strategies based on heuristics and migration control'. Together they form a unique fingerprint.

Cite this