Semantic Grid resource discovery based on SKOS ontology. (2017)
- Record Type:
- Journal Article
- Title:
- Semantic Grid resource discovery based on SKOS ontology. (2017)
- Main Title:
- Semantic Grid resource discovery based on SKOS ontology
- Authors:
- Chergui, Nabila
Chikhi, Salim
Kechadi, Tahar - Abstract:
- In large-scale distributed environments like dynamic Grids, an efficient and scalable resource discovery mechanism is required. Hybrid techniques based on node clustering are considered among solutions that guarantee the efficiency and the scalability at the same time. However, lack of a good representation of nodes in these environments often results in an irrelevant grouping of nodes. Combining hybrid techniques with Semantic Web technologies would bring more benefits to resource discovery. This paper introduces a semantic clustering of nodes based on their domains of interest to form groups called federations. It presents a new process for constructing federations and a three-layered overlay network. The proposed process is based on a SKOS lightweight ontology that describes domains of applications in the Grid. We conduct extensive simulations to evaluate the performance of the proposed approach; the experimental results demonstrate its efficiency and its ability to scale up with the system size.
- Is Part Of:
- International journal of grid and utility computing. Volume 8:Number 4(2017)
- Journal:
- International journal of grid and utility computing
- Issue:
- Volume 8:Number 4(2017)
- Issue Display:
- Volume 8, Issue 4 (2017)
- Year:
- 2017
- Volume:
- 8
- Issue:
- 4
- Issue Sort Value:
- 2017-0008-0004-0000
- Page Start:
- 269
- Page End:
- 281
- Publication Date:
- 2017
- Subjects:
- resource discovery -- grid computing -- SKOS -- semantic web
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:
- 9039.xml