Mining the Concise Patterns for Service Reliability Prediction

作者: Ying Yin , Xizhe Zhang , Bin Zhang

DOI: 10.1007/978-3-642-27503-6_23

关键词:

摘要: As more and Web service become available, large-scale open distributed systems enable participants to share resources services with each other via the Web. However, they always run in a highly dynamic change environment where various uncertain factors often emerge, such as server unavailable, internet interrupt or temporarily so on. In order make composite normally minimize time by exceptional handling, it is necessary for system own ability predict reliability of advance. This paper proposes an efficient prediction model mining concise patterns reliability. Experiments show that efficiency proposed method.

参考文章(8)
Qi Xie, Kaigui Wu, Jie Xu, Pan He, Min Chen, Personalized context-aware QoS prediction for web services based on collaborative filtering advanced data mining and applications. pp. 368- 375 ,(2010) , 10.1007/978-3-642-17313-4_36
Tao Yu, Yue Zhang, Kwei-Jay Lin, Efficient algorithms for Web services selection with end-to-end QoS constraints ACM Transactions on The Web. ,vol. 1, pp. 6- ,(2007) , 10.1145/1232722.1232728
Zibin Zheng, Hao Ma, M R Lyu, I King, QoS-Aware Web Service Recommendation by Collaborative Filtering IEEE Transactions on Services Computing. ,vol. 4, pp. 140- 152 ,(2011) , 10.1109/TSC.2010.52
Qi Yu, Xumin Liu, Athman Bouguettaya, Brahim Medjahed, Deploying and managing Web services: issues, solutions, and directions very large data bases. ,vol. 17, pp. 537- 572 ,(2008) , 10.1007/S00778-006-0020-3
Gong Zhang, Ling Liu, Sangeetha Seshadri, Bhuvan Bamba, Yuehua Wang, Scalable and Reliable Location Services through Decentralized Replication international conference on web services. pp. 632- 638 ,(2009) , 10.1109/ICWS.2009.57
Lingshuang Shao, Jing Zhang, Yong Wei, Junfeng Zhao, Bing Xie, Hong Mei, Personalized QoS Prediction forWeb Services via Collaborative Filtering international conference on web services. pp. 439- 446 ,(2007) , 10.1109/ICWS.2007.140
Philipp Leitner, Anton Michlmayr, Florian Rosenberg, Schahram Dustdar, Monitoring, Prediction and Prevention of SLA Violations in Composite Services international conference on web services. pp. 369- 376 ,(2010) , 10.1109/ICWS.2010.21
Jidong Ge, Hao Hu, Jian Lu, Service Discovery and Substitution According to Inheritance of Behavior with Invariant Analysis annual acis international conference on computer and information science. pp. 971- 976 ,(2009) , 10.1109/ICIS.2009.44