Collaborative reliability prediction of service-oriented systems

Proceedings - International Conference on Software Engineering

Volumn 1, Issue , 2010, Pages 35-44

  Zheng, Zibin ^a   Lyu, Michael R ^a  

^a CHINESE UNIVERSITY OF HONG KONG   (Hong Kong)

Author keywords

reliability composition; reliability prediction; user collaboration; web service

Indexed keywords

COLLABORATIVE FAILURE; COMPLEX DISTRIBUTED SYSTEM; COMPOSITION MODEL; FAILURE DATA; REAL WORLD EXPERIMENT; REAL-WORLD; RELIABILITY PREDICTION; RESEARCH ISSUES; SERVICE ORIENTED SYSTEMS; SOFTWARE FRAMEWORKS; USER-COLLABORATION; WEB SERVICE INVOCATION;

COMPUTER SOFTWARE; DISTRIBUTED COMPUTER SYSTEMS; FORECASTING; INFORMATION SERVICES; RELIABILITY; SAFETY ENGINEERING; WEB SERVICES;

QUALITY ASSURANCE;

EID: 77954712967     PISSN: 02705257     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/1806799.1806809     Document Type: Conference Paper

References (39)

1. C. Bram. Incentives build robustness in bittorrent. In Proc. First Workshop Economics of Peer-to-Peer Systems, pages 1-5, 2003.
2. J. S. Breese, D. Heckerman, and C. Kadie. Empirical analysis of predictive algorithms for collaborative filtering. In Proc. 14th Annual Conf. Uncertainty in Artificial Intelligence (UAI'98), pages 43-52, 1998.
3. R. Burke. Hybrid recommender systems: Survey and experiments. User Modeling and User-Adapted Interaction, 12(4):331-370, 2002.
4. J. Cardoso, J. Miller, A. Sheth, and J. Arnold. Modeling quality of service for workflows and web service processes. Journal of Web Semantics, 1:281-308, 2002.
5. M. Castro and B. Liskov. Practical byzantine fault tolerance. In Proc. Third Symp. Operating Systems Design and Implementation, pages 1-14, 1999.
6. L. Cheung, R. Roshandel, N. Medvidovic, and L. Golubchik. Early prediction of software component reliability. In Proc. 30th Int'l Conf. Software Eng. (ICSE'08), pages 111-120, 2008.
7. R. C. Cheung. A user-oriented software reliability model. IEEE Trans. Software Engeering, 6(2):118-125, 1980.
8. B. Chun, D. Culler, T. Roscoe, A. Bavier, L. Peterson, M. Wawrzoniak, and M. Bowman. Planetlab: An overlay testbed for broad-coverage services. ACM SIGCOMM Computer Communication Review, 33(3):3-12, July 2003.
9. V. Cortellessa and V. Grassi. A modeling approach to analyze the impact of error propagation on reliability of component-based systems. In Proc. 10th Int'l Symp. Component-Based Software Eng., pages 140-156, 2007.
10. M. Friedman, P. Tran, and P. Goddard. Reliability Techniques for Combined Hardware and Software Systems. Rome Laboratory, RL-TR-92-15, 1992.
11. S. S. Gokhale and K. S. Trivedi. Reliability prediction and sensitivity analysis based on software architecture. In Proc. Int'l Symp. Software Reliability Eng. (ISSRE'02), pages 64-78, 2002.
12. K. Goseva-Popstojanova, A. Hassan, W. Abdelmoez, D. E. M. Nassar, H. Ammar, and A. Mili. Architectural-level risk analysis using uml. IEEE Trans. Software Engeering, 29(10):946-960, 2003.
13. K. Goseva-Popstojanova and K. S. Trivedi. Architecture-based approach to reliability assessment of software systems. Performamce Evaluation, 45(2-3):179-204, 2001. (Pubitemid 32529469)
14. V. Grassi and S. Patella. Reliability prediction for service-oriented computing environments. IEEE Internet Computing, 10(3):43-49, 2006.
15. Z. Jelinski and P. Moranda. Software reliability research. In Proc. of the Statistical Methods for the Evaluation of Computer System Performance, pages 465-484, 1972.
16. B. Littlewood, A. Abdel-Ghaly, and P. Chan. Tools for the Analysis of the Accuracy of Software Reliability Predictions. Springer-Verlag, Heidelberg, 1986.
17. M. R. Lyu. Handbook of Software Reliability Eng. McGraw-Hill, New York, 1996.
18. H. Ma, I. King, and M. R. Lyu. Effective missing data prediction for collaborative filtering. In Proc. 30th Int'l ACM SIGIR Conf. on Research and Development in Information Retrieval (SIGIR'07), pages 39-46, 2007.
19. R. Ma, Y. Wu, X. Meng, S. Liu, and L. Pan. Grid-enabled workflow management system based on bpel. Int'l J of High Perf. Computing Applications, 22(3):238-249, 2008.
20. J. D. Musa, A. Iannino, and K. Okumoto. Software reliability: measurement, prediction, application. McGraw-Hill, New York, USA, 1990.
21. Object Management Group (OMG). Business Process Modeling Notation version 1.1, January 2008.
22. L. H. Putnam and W. Myers. Measures for Excellence: Reliable Software on Time, Within Budget. Prentice-Hill, 1992.
23. R. H. Reussner, H. W. Schmidt, and I. H. Poernomo. Reliability prediction for component-based software architectures. Journal of System and Software, 66(3):241-252, 2003.
24. N. Salatge and J.-C. Fabre. Fault tolerance connectors for unreliable web services. In Proc. 37th Int'l Conf. Dependable Systems and Networks (DSN'07), pages 51-60, 2007.
25. B. Sarwar, G. Karypis, J. Konstan, and J. Riedl. Item-based collaborative filtering recommendation algorithms. In Proc. 10th Int'l Conf. World Wide Web (WWW'01), pages 285-295, 2001.
26. A. Scholz, C. Buckl, A. Kemper, A. Knoll, J. Heuer, and M. Winter. Ws-amuse - web service architecture for multimedia services. In Proc. 30th Int'l Conf. Software Eng. (ICSE'08), pages 703-712, 2008.
27. U. Shardanand and P. Maes. Social information filtering: Algorithms for automating word of mouth. In Proc. SIGCHI Conf. Human Factors in Computing Systems, 1995.
28. M. H. ter Beek, S. Gnesi, N. Koch, and F. Mazzanti. Formal verification of an automotive scenario in service-oriented computing. In Proc. 30th Int'l Conf. Software Eng. (ICSE'08), pages 613-622, 2008.
29. W.-T. Tsai, X. Zhou, Y. Chen, and X. Bai. On testing and evaluating service-oriented software. IEEE Computer, 41(8):40-46, 2008.
30. W.-L. Wang, D. Pan, and M.-H. Chen. Architecture-based software reliability modeling. Journal of Systems and Software, 79(1):132-146, 2006.
31. S. M. Yacoub, B. Cukic, and H. H. Ammar. Scenario-based reliability analysis of component-based software. In Proc. Int'l Symp. Software Reliability Eng. (ISSRE'99), pages 22-31, 1999.
32. T. Yu, Y. Zhang, and K.-J. Lin. Efficient algorithms for web services selection with end-to-end qos constraints. ACM Trans. the Web, 1(1):1-26, 2007.
33. L. Zeng, B. Benatallah, A. H. Ngu, M. Dumas, J. Kalagnanam, and H. Chang. Qos-aware middleware for web services composition. IEEE Trans. Software Engeering, 30(5):311-327, 2004.
34. L.-J. Zhang, J. Zhang, and H. Cai. Services computing. In Springer and Tsinghua University Press, 2007.
35. Z. Zheng and M. R. Lyu. A distributed replication strategy evaluation and selection framework for fault tolerant web services. In Proc. 6th Int'l Conf. Web Services (ICWS'08), pages 145-152, 2008.
36. Z. Zheng and M. R. Lyu. A qos-aware middleware for fault tolerant web services. In Proc. Int'l Symp. Software Reliability Engineering (ISSRE'08), pages 97-106, 2008.
37. Z. Zheng and M. R. Lyu. Ws-dream: A distributed reliability assessment mechanism for web services. In Proc. 38th Int'l Conf. Dependable Systems and Networks (DSN'08), pages 392-397, 2008.
38. Z. Zheng and M. R. Lyu. A qos-aware fault tolerant middleware for dependable service composition. In Proc. 39th Int'l Conf. Dependable Systems and Networks (DSN'09), pages 239-248, 2009.
39. Z. Zheng, H. Ma, M. R. Lyu, and I. King. Wsrec: A collaborative filtering based web service recommender system. In Proc. 7th Int'l Conf. Web Services (ICWS'09), pages 437-444, 2009.