Chronological and exponential-based Lion optimisation for optimal resource allocation in cloud. (1st August 2020)
- Record Type:
- Journal Article
- Title:
- Chronological and exponential-based Lion optimisation for optimal resource allocation in cloud. (1st August 2020)
- Main Title:
- Chronological and exponential-based Lion optimisation for optimal resource allocation in cloud
- Authors:
- Devagnanam, J.
Elango, N.M. - Abstract:
- Cloud computing is a service-oriented architecture, which has a pool of resources. This paper introduces the resource allocation scheme for cloud computing by introducing an optimisation algorithm named Chronological E-Lion algorithm. The proposed Chronological E-Lion algorithm is developed by integrating the chronological concept to the EWMA-based Lion algorithm. The fitness function of the proposed Chronological E-Lion algorithm considers various parameters, like cost, profit, CPU allocation, memory allocation, MIPS, and frequency scaling, for optimally allocating the resources. The performance of the proposed method is analysed using three different problem instances based on the evaluation metrics, profit, CPU allocation rate, and memory allocation rate. From the simulation results, it can be concluded that the proposed Chronological E-Lion algorithm achieved improved performance with the values of 45.93, 0.16, and 0.0093, for profit, CPU utilisation rate, and memory utilisation rate.
- Is Part Of:
- International journal of grid and utility computing. Volume 11:Number 5(2020)
- Journal:
- International journal of grid and utility computing
- Issue:
- Volume 11:Number 5(2020)
- Issue Display:
- Volume 11, Issue 5 (2020)
- Year:
- 2020
- Volume:
- 11
- Issue:
- 5
- Issue Sort Value:
- 2020-0011-0005-0000
- Page Start:
- 602
- Page End:
- 614
- Publication Date:
- 2020-08-01
- Subjects:
- cloud computing -- resource allocation -- E-Lion -- chronological concept -- CPU utilisation rate -- memory utilisation rate
Electronic data processing -- Distributed processing -- Periodicals
Electronic commerce -- Management -- Computer programs -- Periodicals
004.605 - Journal URLs:
- http://www.inderscience.com/ ↗
http://www.inderscience.com/jhome.php?jcode=ijguc ↗ - Languages:
- English
- ISSNs:
- 1741-847X
- 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:
- 14005.xml