Cluster-based optimal VM placement using crow search algorithm for cloud data centres. (12th January 2021)
- Record Type:
- Journal Article
- Title:
- Cluster-based optimal VM placement using crow search algorithm for cloud data centres. (12th January 2021)
- Main Title:
- Cluster-based optimal VM placement using crow search algorithm for cloud data centres
- Authors:
- Jumnal, Anand
Kumar, S.M. Dilip - Abstract:
- The extensive use of computational power from data centres causes huge energy consumption. A good virtual machine (VM) placement strategy would make better consolidation of VMs in a data centre (DC) that reduces energy consumption. However, it is hard to balance hosts in DCs due to the workload fluctuation by application and scaling of VMs. The optimal decision on VM placement and consolidation is an NP-hard problem and many researchers have proposed solutions to tackle this problem but they lack efficient exploitation of the mechanisms. Therefore, this paper proposes a hierarchical cluster-based approach with a meta-heuristic crow search algorithm (CSA) for the optimal selection of hosts to place the VMs and consolidate the maximum number of VMs on a minimum number of hosts. The work is simulated in CloudSim using real workload traces. Experimental results show that proposed work reduces energy consumption, SLA violations and VM migrations while ensuring better resource utilisation.
- Is Part Of:
- International journal of high performance computing and networking. Volume 16:Number 2/3(2020)
- Journal:
- International journal of high performance computing and networking
- Issue:
- Volume 16:Number 2/3(2020)
- Issue Display:
- Volume 16, Issue 2/3 (2020)
- Year:
- 2020
- Volume:
- 16
- Issue:
- 2/3
- Issue Sort Value:
- 2020-0016-NaN-0000
- Page Start:
- 112
- Page End:
- 124
- Publication Date:
- 2021-01-12
- Subjects:
- cloud computing -- VM placement -- hierarchical clustering -- crow search algorithm -- CSA -- energy efficiency
High performance computing -- Periodicals
Computer networks -- Periodicals
High performance computing
Periodicals
004.05 - Journal URLs:
- http://www.inderscience.com/jhome.php?jcode=ijhpcn ↗
http://www.metapress.com/openurl.asp?genre=journal&issn=1740-0562 ↗
http://www.inderscience.com/ ↗ - Languages:
- English
- ISSNs:
- 1740-0562
- Deposit Type:
- Legaldeposit
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library DSC - BLDSS-3PM
British Library STI - ELD Digital store - Ingest File:
- 14718.xml