eprintid: 6442
rev_number: 2
eprint_status: archive
userid: 1
dir: disk0/00/00/64/42
datestamp: 2023-11-09 16:18:13
lastmod: 2023-11-09 16:18:13
status_changed: 2023-11-09 16:06:44
type: conference_item
metadata_visibility: show
creators_name: Hasan, M.H.
creators_name: Jaafar, J.
creators_name: Aziz, I.A.
creators_name: Rahim, L.A.B.
title: A review on a high performance computing-based interval fuzzy type-2 model for web services' QoS evaluation
ispublished: pub
keywords: Degrees of freedom (mechanics); Network security; Parallel processing systems; Websites, Degree of freedom; Degree of uncertainty; Evaluation modeling; Fuzzy; Fuzzy type-2; High performance computing; High performance computing (HPC); QoS evaluation, Web services
note: cited By 1; Conference of 4th International Conference on Information and Network Security, ICINS 2016 ; Conference Date: 28 December 2016 Through 31 December 2016; Conference Code:126330
abstract: Web services' QoS evaluation involves high degree of uncertainty due to the unpredictable nature of network. Existing models are not realistic because they apply crisp computation. Hence, a model using Interval Fuzzy Type-2 (IT2) method was proposed in our previous work. IT2 method was selected because it has better ability than Fuzzy Type-1 and crisp methods in handling uncertainties. However, the introduction of an extra component and a degree of freedom has made IT2 method computationally expensive. Therefore, it is proposed that the IT2-based web services' evaluation model to be implemented on high performance computing (HPC) platform. This paper reviews previous research that are related to HPC-based IT2 implementation as well as discusses the implications of the work. © 2016 ACM.
date: 2016
publisher: Association for Computing Machinery
official_url: https://www.scopus.com/inward/record.uri?eid=2-s2.0-85015073286&doi=10.1145%2f3026724.3026734&partnerID=40&md5=f63f9cacfdc707534b23a1975aaec90b
id_number: 10.1145/3026724.3026734
full_text_status: none
publication: ACM International Conference Proceeding Series
pagerange: 77-82
refereed: TRUE
isbn: 9781450347969
citation:   Hasan, M.H. and Jaafar, J. and Aziz, I.A. and Rahim, L.A.B.  (2016) A review on a high performance computing-based interval fuzzy type-2 model for web services' QoS evaluation.  In: UNSPECIFIED.