Reliability Estimation of Services Oriented Systems Using Adaptive Neuro Fuzzy Inference System

• 作者: Ashim Raj Singla Ashish Seth Himanshu Agarwal
• 来源期刊: 软件工程与应用(英文)
• 学科: 工学
• 关键词: RELIABILITY Estimation SOA FUZZY RULE-BASED RELIABILITY Model SOFT COMPUTING
• 年，卷（期）: 2014,（7）
• 页码范围: 581-591
• 页数: 11页
• 分类号: TP39

摘要

In order to make system reliable, it should inhibit guarantee for basic service, data flow, composition of services, and the complete workflow. In service-oriented architecture (SOA), the entire software system consists of an interacting group of autonomous services. Some soft computing approaches have been developed for estimating the reliability of service oriented systems (SOSs). Still much more research is expected to estimate reliability in a better way. In this paper, we proposed SoS reliability based on an adaptive neuro fuzzy inference system (ANFIS) approach. We estimated the reliability based on some defined parameter. Moreover, we compared its performance with a plain FIS (fuzzy inference system) for similar data sets and found the proposed approach gives better reliability estimation.