Scholarly PublicationHasan, 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.
Full text not available from this repository.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.
| Item Type: | Conference or Workshop Item (UNSPECIFIED) |
|---|---|
| Impact Factor: | cited By 1 |
| Uncontrolled 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 |
| Depositing User: | Ms Sharifah Fahimah Saiyed Yeop |
| Date Deposited: | 25 Mar 2022 06:52 |
| Last Modified: | 25 Mar 2022 06:52 |
| URI: | http://scholars.utp.edu.my/id/eprint/30446 |
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