Multi-tenant SaaS deployment optimisation algorithm for cloud computing environment. (2018)
- Record Type:
- Journal Article
- Title:
- Multi-tenant SaaS deployment optimisation algorithm for cloud computing environment. (2018)
- Main Title:
- Multi-tenant SaaS deployment optimisation algorithm for cloud computing environment
- Authors:
- Ming, Cao
Bingjie, Yu
Xiantong, Liu - Abstract:
- This article adopts MapReduce and multi-targeted ant colony algorithm (ACO) distribution in parallel to solve large-scaled service dynamic selection in SaaS and puts forward a service dynamic selection algorithm based on these technologies. The algorithm integrates cloud calculation technologies such as loading strategy, ACO, MapReduce, and HDFS, which deploys the service to servers as little as possible, to further save the energy target. Meanwhile, it also takes into account the smallest price target deployment and server loading balancing target, which transforms the global optimisation service dynamic selection into a multi-targeted service combination optimisation problem with QoS restriction. The simulation experiments verify and prove the feasibility, effectiveness and convergence of the improved algorithm.
- Is Part Of:
- International journal of internet protocol technology. Volume 11:Number 3(2018)
- Journal:
- International journal of internet protocol technology
- Issue:
- Volume 11:Number 3(2018)
- Issue Display:
- Volume 11, Issue 3 (2018)
- Year:
- 2018
- Volume:
- 11
- Issue:
- 3
- Issue Sort Value:
- 2018-0011-0003-0000
- Page Start:
- 152
- Page End:
- 158
- Publication Date:
- 2018
- Subjects:
- software as a service -- SaaS -- multi-tenant -- SPP -- ant colony algorithm -- ACO -- MapReduce
File Transfer Protocol (Computer network protocol) -- Periodicals
Multicasting (Computer networks) -- Periodicals
004.678 - Journal URLs:
- http://www.inderscience.com/jhome.php?jcode=ijipt ↗
http://www.inderscience.com/ ↗ - Languages:
- English
- ISSNs:
- 1743-8209
- 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:
- 9265.xml