A multiswarm for composite SaaS placement optimization based on PSO. (3rd July 2018)
- Record Type:
- Journal Article
- Title:
- A multiswarm for composite SaaS placement optimization based on PSO. (3rd July 2018)
- Main Title:
- A multiswarm for composite SaaS placement optimization based on PSO
- Authors:
- Chainbi, W.
Sassi, E. - Other Names:
- Heilig Leonard guestEditor.
Lalla‐Ruiz Eduardo guestEditor.
Voß Stefan guestEditor.
Buyya Rajkumar guestEditor. - Abstract:
- Summary: Recently, the demand for software as a service (SaaS) has witnessed an increasing interest, which has raised many challenges for SaaS management. One of these challenges is to deliver a high performance composite SaaS for users while optimizing the resources used. In this paper, we focus on the problem of SaaS placement. This problem occurs in the deployment of SaaS components in Cloud. It deals with the way a composite SaaS should be placed in a Cloud by the Cloud's provider such that its performance is optimal based on its estimated execution time. Previous work, including metaheuristic methods and particle swarm optimization, focuses on resolving the problem in a static environment. Moreover, in a Cloud data center, the workloads of applications and resources capacities keep changing over time, and the environment is dynamic, so the solution found for the initial placement may need to be reconfigured to maintain the SaaS performance and to optimize the resource used. As multiswarm technique has attracted increasing attention during the last decade, in this paper, we propose a new placement solution based on such technique enhanced with a cooperative learning strategy to cope with the dynamic aspect of the Cloud.
- Is Part Of:
- Software, practice & experience. Volume 48:Number 10(2018)
- Journal:
- Software, practice & experience
- Issue:
- Volume 48:Number 10(2018)
- Issue Display:
- Volume 48, Issue 10 (2018)
- Year:
- 2018
- Volume:
- 48
- Issue:
- 10
- Issue Sort Value:
- 2018-0048-0010-0000
- Page Start:
- 1847
- Page End:
- 1864
- Publication Date:
- 2018-07-03
- Subjects:
- Cloud -- MPSO -- PSO -- SaaS placement
Computer software -- Periodicals
Computer programming -- Periodicals
Computer programs -- Periodicals
005.3 - Journal URLs:
- http://onlinelibrary.wiley.com/ ↗
- DOI:
- 10.1002/spe.2600 ↗
- Languages:
- English
- ISSNs:
- 0038-0644
- Deposit Type:
- Legaldeposit
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library DSC - 8321.453000
British Library DSC - BLDSS-3PM
British Library STI - ELD Digital store - Ingest File:
- 7169.xml