Hybrid VM allocation and placement policy for VM consolidation process in cloud data centres. (7th October 2022)

• Record Type: Journal Article
• Authors: Dabhi, Dipak; Thakor, Devendra
• Is Part Of: International journal of grid and utility computing. Volume 13:Number 5(2022)
• Page Start: 459
• Page End: 471
• Publication Date: 2022-10-07
• Subjects: cloud computing -- VM consolidation -- quality of service -- service level agreement -- VM selection -- overload host detection -- VM placement -- underload host detection; Electronic data processing -- Distributed processing -- Periodicals; Electronic commerce -- Management -- Computer programs -- Periodicals; 004.605
• Languages: English
• ISSNs: 1741-847X

Abstract

The demand for cloud services has increased drastically in recent times. To fulfil the high demand for cloud services requires a higher number of servers of datacentres, and the datacentres consume high energy. Virtual Machine Consolidation (VMC) is a technique for lowering energy usage in datacentres by enhancing the utilisation of servers and shutting down underutilised server with maintain Service Level Agreement (SLA). Further, the VMC process is divided into four sub-policies: host overload detection, host underload detection, VM selection and VM placement. This article proposes the Hybrid VM Allocation and Placement (HVMAP) strategy, which uses migration control to detect the overload host and effectively locate the destination host. We utilised the CloudSim simulator with PlanetLab and Bitbrains data sets, to evaluate the performance. The evaluation results show that our strategy decreases Energy consumption and SLA Violation (ESLAV) by 101%, 54%, and 34% for the Planetlab data set, and 170%, 166% and 31% for the Bitbrain data set for three existing policies, respectively.