FAHP approach for autonomic resource provisioning of multitier applications in cloud computing environments. (17th August 2018)
- Record Type:
- Journal Article
- Title:
- FAHP approach for autonomic resource provisioning of multitier applications in cloud computing environments. (17th August 2018)
- Main Title:
- FAHP approach for autonomic resource provisioning of multitier applications in cloud computing environments
- Authors:
- Khorsand, Reihaneh
Ghobaei‐Arani, Mostafa
Ramezanpour, Mohammadreza - Abstract:
- Summary: Recent advancements in web‐based application, especially in cloud computing environment, allows cloud service providers to deploy and provide web‐based services in the form of multitier applications. One of the most suitable infrastructure for the running of multitier applications is a cloud computing infrastructure. Since the arrival rate of users to the multitier applications varies over the time, deciding about the right amount of resources required to handle the each tier of multitier applications is not trivial, and it depends on the current workload of its each tier. Therefore, it is necessary to automatically provision resources to deal with fluctuating demands of the multitier applications. In this paper, we propose a hybrid resource provisioning approach for multitier applications based on a combination of the concept of the autonomic computing and the fuzzy analytical hierarchy process approach. Moreover, we present a framework based on MAPE‐k control loop for autonomous resource provisioning of multitier applications in cloud computing environments. The effectiveness of the proposed approach under real and synthetic workloads was evaluated. The experimental results indicate that the proposed solution outperforms in terms of allocated virtual machines, response time, and cost compared with the other approaches.
- Is Part Of:
- Software, practice & experience. Volume 48:Number 12(2018)
- Journal:
- Software, practice & experience
- Issue:
- Volume 48:Number 12(2018)
- Issue Display:
- Volume 48, Issue 12 (2018)
- Year:
- 2018
- Volume:
- 48
- Issue:
- 12
- Issue Sort Value:
- 2018-0048-0012-0000
- Page Start:
- 2147
- Page End:
- 2173
- Publication Date:
- 2018-08-17
- Subjects:
- autonomic computing -- cloud computing -- FAHP -- multitier applications -- resource provisioning -- workload prediction
Computer software -- Periodicals
Computer programming -- Periodicals
Computer programs -- Periodicals
005.3 - Journal URLs:
- http://onlinelibrary.wiley.com/ ↗
- DOI:
- 10.1002/spe.2627 ↗
- 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:
- 8482.xml