Incorporating security and integrity into the mining process of hybrid weighted-hashT apriori algorithm using Hadoop. (2018)
- Record Type:
- Journal Article
- Title:
- Incorporating security and integrity into the mining process of hybrid weighted-hashT apriori algorithm using Hadoop. (2018)
- Main Title:
- Incorporating security and integrity into the mining process of hybrid weighted-hashT apriori algorithm using Hadoop
- Authors:
- Sumithra, R.
Paul, Sujni - Abstract:
- This paper talks about the best algorithms of association rule mining (ARM), weighted and hash tree apriori algorithms in a distributed cloud platform and its enhancement as a hybrid weighted-hashT apriori algorithm and its implementation in a eucalyptus platform. Then, this research work handles the integrity and security issues of data during the process of mining. The algorithm is experimented in a cloud environment using Eucalyptus platform with VMware workstation and Hadoop distributed file system (HDFS). And also, the work evaluated how distributed implementation goes better than stand-alone implementations of weighted and hash tree apriori algorithms as well as distributed implementation. The work further studies the effectiveness of using eucalyptus Hadoop nodes and the performance changes with respect to the use of the security protocol for ensuring the security of data in the mining process.
- Is Part Of:
- International journal of data science. Volume 3:Number 3(2018)
- Journal:
- International journal of data science
- Issue:
- Volume 3:Number 3(2018)
- Issue Display:
- Volume 3, Issue 3 (2018)
- Year:
- 2018
- Volume:
- 3
- Issue:
- 3
- Issue Sort Value:
- 2018-0003-0003-0000
- Page Start:
- 266
- Page End:
- 287
- Publication Date:
- 2018
- Subjects:
- data mining -- weighted apriori -- hashT -- Hadoop -- cloud -- data integrity -- data security -- eucalyptus -- apriori -- distributed mining
Big data -- Periodicals
Data mining -- Periodicals
Information storage and retrieval systems -- Periodicals
Decision making -- Data processing -- Periodicals
005.7 - Journal URLs:
- http://www.inderscience.com/jhome.php?jcode=ijds ↗
http://www.inderscience.com/ ↗ - Languages:
- English
- ISSNs:
- 2053-0811
- 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 HMNTS - ELD Digital store - Ingest File:
- 9252.xml