A novel bio-inspired approach for VM load balancing and efficient resource management in cloud. (14th June 2022)
- Record Type:
- Journal Article
- Title:
- A novel bio-inspired approach for VM load balancing and efficient resource management in cloud. (14th June 2022)
- Main Title:
- A novel bio-inspired approach for VM load balancing and efficient resource management in cloud
- Authors:
- Assudani, Purshottam J.
Balakrishnan, P. - Abstract:
- In cloud, balancing the load on virtual machines (VMs) and efficient utilisation of resources is very crucial and challenging, which becomes complex due to heterogeneous nature of VMs and user's tasks in distributed environment. To maintain the service quality, it is mandatory that users' tasks should be scheduled efficiently with immediate response, while satisfying QoS needs mentioned in service level agreement (SLA). Concerning these issues, researchers have designed bio-inspired algorithms to solve optimisation problems for resource scheduling. In this paper, we have proposed a bio-inspired method namely inventive particle swarm optimisation (IPSO), which not only schedules user's task efficiently, but also uniformly distributes the load among different VMs. Additionally, we have also designed another algorithm named as merge sort with divide and conquer (MSDC) approach to allocate the resources in cloud dynamically in an efficient manner. The experimentation is done on CloudSim simulator, which shows that proposed algorithms give better response time, VM utilisation and execution time.
- Is Part Of:
- International journal of ad hoc and ubiquitous computing. Volume 40:Number 1/3(2022)
- Journal:
- International journal of ad hoc and ubiquitous computing
- Issue:
- Volume 40:Number 1/3(2022)
- Issue Display:
- Volume 40, Issue 1/3 (2022)
- Year:
- 2022
- Volume:
- 40
- Issue:
- 1/3
- Issue Sort Value:
- 2022-0040-NaN-0000
- Page Start:
- 214
- Page End:
- 224
- Publication Date:
- 2022-06-14
- Subjects:
- bio-inspired algorithms -- cloud manager -- VM load balancing -- scheduling of resources -- resource utilisation -- dynamic resource allocation -- service level agreement -- SLA -- inventive particle swarm optimisation -- IPSO -- merge sort with divide and conquer -- MSDC
Ubiquitous computing -- Periodicals
Embedded computer systems -- Periodicals
Electronic data processing -- Distributed processing -- Periodicals
Wireless communication systems -- Periodicals
Computer architecture -- Periodicals
004.2 - Journal URLs:
- http://inderscience.metapress.com/content/119852 ↗
http://www.inderscience.com/ ↗ - Languages:
- English
- ISSNs:
- 1743-8225
- 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:
- 21572.xml