relation: https://khub.utp.edu.my/scholars/6442/
title: A review on a high performance computing-based interval fuzzy type-2 model for web services' QoS evaluation
creator: Hasan, M.H.
creator: Jaafar, J.
creator: Aziz, I.A.
creator: Rahim, L.A.B.
description: 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.
publisher: Association for Computing Machinery
date: 2016
type: Conference or Workshop Item
type: PeerReviewed
identifier:   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.     
relation: https://www.scopus.com/inward/record.uri?eid=2-s2.0-85015073286&doi=10.1145%2f3026724.3026734&partnerID=40&md5=f63f9cacfdc707534b23a1975aaec90b
relation: 10.1145/3026724.3026734
identifier: 10.1145/3026724.3026734