TY  - CONF
AV  - none
UR  - https://www.scopus.com/inward/record.uri?eid=2-s2.0-85015073286&doi=10.1145%2f3026724.3026734&partnerID=40&md5=f63f9cacfdc707534b23a1975aaec90b
N2  - 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.
PB  - Association for Computing Machinery
SP  - 77
N1  - 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
KW  - Degrees of freedom (mechanics); Network security; Parallel processing systems; Websites
KW  -  Degree of freedom; Degree of uncertainty; Evaluation modeling; Fuzzy; Fuzzy type-2; High performance computing; High performance computing (HPC); QoS evaluation
KW  -  Web services
Y1  - 2016///
EP  - 82
A1  - Hasan, M.H.
A1  - Jaafar, J.
A1  - Aziz, I.A.
A1  - Rahim, L.A.B.
ID  - scholars6442
SN  - 9781450347969
TI  - A review on a high performance computing-based interval fuzzy type-2 model for web services' QoS evaluation
ER  -