Using association rules mining, multi-level data representation and cross-layer operations for data management in mobile ad hoc network. (12th October 2021)
- Record Type:
- Journal Article
- Title:
- Using association rules mining, multi-level data representation and cross-layer operations for data management in mobile ad hoc network. (12th October 2021)
- Main Title:
- Using association rules mining, multi-level data representation and cross-layer operations for data management in mobile ad hoc network
- Authors:
- Islam, Noman
Sheikh, Ghazala Shafi
Shaikh, Zubair Ahmed - Abstract:
- This paper presents a data management framework for mobile ad hoc network called association rules based network layer data and information management (ALADIN). Despite the extensive research on data management during last few years, there has been a shortage of a comprehensive data management framework for ad hoc networks. The proposed framework addresses the core issues of data management i.e. data discovery, representation, caching, data replication and security, etc. It uses association rules mining, multi-level data representation, and cross-layer operations for presenting a comprehensive data management framework for ad hoc network. The proposed framework has been implemented in JIST/SWANS simulator. Different experiments have been performed to analyse individual components of the framework. The results show improved latency, hit ratio, data accessibility, scalability, and security of various data management operations. The results have been compared with MoGATU framework that shows improvement in more than 25% in latency and hit ratio of the data discovery process.
- Is Part Of:
- International journal of intelligent engineering informatics. Volume 9:Number 3(2021)
- Journal:
- International journal of intelligent engineering informatics
- Issue:
- Volume 9:Number 3(2021)
- Issue Display:
- Volume 9, Issue 3 (2021)
- Year:
- 2021
- Volume:
- 9
- Issue:
- 3
- Issue Sort Value:
- 2021-0009-0003-0000
- Page Start:
- 229
- Page End:
- 259
- Publication Date:
- 2021-10-12
- Subjects:
- ALADIN -- association rules mining -- cross-layer design -- data management -- multilevel data representation
Artificial intelligence -- Engineering applications -- Periodicals
Engineering -- Computer programs -- Periodicals
Knowledge management -- Periodicals
620.0028563 - Journal URLs:
- http://www.inderscience.com/jhome.php?jcode=ijiei#issue ↗
http://www.inderscience.com/ ↗ - Languages:
- English
- ISSNs:
- 1758-8715
- 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:
- 17174.xml