VM Selection using DVFS Technique to Minimize Energy Consumption in Cloud System

Sambit Kumar Mishra, Sonali Mishra, Santosh Kumar Bharti, Bibhudatta Sahoo, Deepak Puthal, Mohit Kumar

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

9 Scopus citations

Abstract

Energy consumption becoming a key issue for the execution of operation and maintenance of cloud system. The virtual machine selection plays an important role in the execution of the task without violating SLA. In this paper, a VM selection technique is proposed using Dynamic Voltage Frequency Scaling (DVFS) for optimizing the energy consumption and makespan in the cloud system.We have proposed a heuristic for the selection of VM for each task to optimize the energy utilization by applying the DVFS technique. The proposal extends to incorporate an energy model supporting the evaluation of energy consumption in cloud data centers. Each task has an energy-based SLA to execute in the cloud system. The DVFS Mechanism is applied to the virtual machines level to reduce the energy of the cloud system. Moreover, the performance of the diverse algorithms (Random allocation, and FCFS) are compared with the proposed DVFS-based VM selection strategy with the help of CloudSim.

Original languageBritish English
Title of host publicationProceedings - 2018 International Conference on Information Technology, ICIT 2018
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages284-289
Number of pages6
ISBN (Electronic)9781728102597
DOIs
StatePublished - Dec 2018
Event17th International Conference on Information Technology, ICIT 2018 - Bhubaneswar, India
Duration: 20 Dec 201822 Dec 2018

Publication series

NameProceedings - 2018 International Conference on Information Technology, ICIT 2018

Conference

Conference17th International Conference on Information Technology, ICIT 2018
Country/TerritoryIndia
CityBhubaneswar
Period20/12/1822/12/18

Keywords

  • Cloud Computing
  • DVFS
  • Energy Consumption
  • Makespan
  • Task Allocation
  • VM

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