Review of materialized views selection algorithm for cyber manufacturing

Mohd Sabri, Nor Amalina and Emran, Nurul Akmar and Md Khushairi, Norazah (2018) Review of materialized views selection algorithm for cyber manufacturing. Journal Of Telecommunication Electronic And Computer Engineering (JTEC), 10. pp. 15-19. ISSN 2289-8131

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Abstract

Technological advancement in data transfer and connection has driven massive data growth. Within the semiconductor cyber manufacturing environment, in order to cope with rapid data transfer enabled by the Internet of Things (IoT) technology, rapid query processing becomes a priority. Especially, in the era of Industry 4.0, semiconductor manufacturing that operates within cyber-physical systems (CPS) relies heavily on the reporting function to monitor delicate wafer processing. Thus, delay in reporting which is usually caused by slow query processing is intolerable. Materialized views (MVs) are usually used in order to improve query processing speed. Nevertheless, as MVs requires database space and maintenance, the decision to use MVs is not determined by time factor only. Thus,MVs selection is a problem that calls for an efficient selection algorithm that can deal with several constraints at a time. In this paper, we reveal the criteria of optimisation algorithms that were proposed to deal with MVs selection problem. In particular, this paper attempts to evaluate the coverage and limitations of the algorithm under study.

Item Type:	Article
Uncontrolled Keywords:	Materialised view selection, Bio-inspired algorithm, Optimisation algorithm, Cyber manufacturing, Industry 4.0
Subjects:	Q Science > Q Science (General)
Divisions:	Faculty of Information and Communication Technology
Depositing User:	Mohd. Nazir Taib
Date Deposited:	12 Jun 2019 07:14
Last Modified:	17 Jul 2023 16:19
URI:	http://eprints.utem.edu.my/id/eprint/21969
Statistic Details:	View Download Statistic

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