Quality materialised view selection using quantum inspired artificial bee colony optimisation. (26th June 2020)
- Record Type:
- Journal Article
- Title:
- Quality materialised view selection using quantum inspired artificial bee colony optimisation. (26th June 2020)
- Main Title:
- Quality materialised view selection using quantum inspired artificial bee colony optimisation
- Authors:
- Arun, Biri
- Abstract:
- The availability of huge volumes of digital data and powerful computers has facilitated the extraction of information, knowledge and wisdom for decision support system. The information value is solely dependent on data quality. Data warehouse provides quality data; it is required that it responds to queries within seconds. But on account of steadily growing data warehouse, the query response time is generally in hours and weeks. Materialised view is an efficient approach to facilitate timely extraction of information and knowledge for strategic business decision making. Selecting an optimal set of views for materialisation, referred to as view selection, is a NP complete problem. In this paper, a quantum inspired artificial bee colony algorithm is proposed to address the view selection problem. Experimental results show that the proposed algorithm significantly outperforms the fundamental algorithm for view selection, HRUA and other view selection algorithms like ABC, MBO, HBMO, BCOc, BCOi and BBMO .
- Is Part Of:
- International journal of intelligent information and database systems. Volume 13:Number 1(2020)
- Journal:
- International journal of intelligent information and database systems
- Issue:
- Volume 13:Number 1(2020)
- Issue Display:
- Volume 13, Issue 1 (2020)
- Year:
- 2020
- Volume:
- 13
- Issue:
- 1
- Issue Sort Value:
- 2020-0013-0001-0000
- Page Start:
- 33
- Page End:
- 60
- Publication Date:
- 2020-06-26
- Subjects:
- artificial bee colony optimisation -- quantum computing -- decision support system -- data warehouse -- materialised views
Database management -- Computer programs -- Periodicals
Information retrieval -- Computer programs -- Periodicals
Information storage and retrieval systems -- Computer programs -- Periodicals
Artificial intelligence -- Periodicals
Expert systems (Computer science) -- Periodicals
Intelligent agents (Computer software) -- Periodicals
006.33 - Journal URLs:
- http://www.inderscience.com/jhome.php?jcode=ijiids ↗
http://www.inderscience.com/ ↗ - Languages:
- English
- ISSNs:
- 1751-5858
- 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:
- 13413.xml