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

作　　者：Ashish Seth Himanshu Agarwal Ashim Raj Singla 

机构地区：[1]Department of Computer Science, Punjabi University, Patiala, India [2]Department of Information Technology, Indian Institute of Foreign Trade, New Delhi, India [3]University College of Engineering, Punjabi University, Patiala, India

出　　处：《Journal of Software Engineering and Applications》2014年第7期581-591,共11页软件工程与应用（英文）

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.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.

关 键 词：RELIABILITY Estimation SOA Fuzzy RULE-BASED RELIABILITY Model SOFT COMPUTING 

分 类 号：TP39[自动化与计算机技术—计算机应用技术]