Back to Search
Start Over
Distributed Resource Allocation in Cloud Computing Using Multi-Agent Systems
- Source :
- Telfor Journal, Vol 9, Iss 2, Pp 110-115 (2017)
- Publication Year :
- 2017
- Publisher :
- Telecommunications Society, Academic Mind, 2017.
-
Abstract
- The Infrastructure-as-a-Service model of cloud computing allocates resources in the form of virtual machines that can be resized and live migrated at runtime. This paper presents a novel distributed resource allocation approach for VM consolidation relying on multi-agent systems. Our approach uses a utility function based on host CPU utilization to drive live migration actions. Experimental results show reduced service level agreement violations and a better overall performance compared to a centralized approach and a threshold-based distributed approach.
Details
- Language :
- English
- ISSN :
- 18213251
- Volume :
- 9
- Issue :
- 2
- Database :
- Directory of Open Access Journals
- Journal :
- Telfor Journal
- Publication Type :
- Academic Journal
- Accession number :
- edsdoj.559c5e99dcc41fa9a1bad0b21a68705
- Document Type :
- article
- Full Text :
- https://doi.org/10.5937/telfor1702104M