Software reliability: measurement, prediction, application (professional ed.)
Software reliability: measurement, prediction, application (professional ed.)
Social information filtering: algorithms for automating “word of mouth”
CHI '95 Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Handbook of software reliability engineering
Handbook of software reliability engineering
Practical Byzantine fault tolerance
OSDI '99 Proceedings of the third symposium on Operating systems design and implementation
Item-based collaborative filtering recommendation algorithms
Proceedings of the 10th international conference on World Wide Web
Architecture-based approach to reliability assessment of software systems
Performance Evaluation
Measures for Excellence: Reliable Software on Time, within Budget
Measures for Excellence: Reliable Software on Time, within Budget
Hybrid Recommender Systems: Survey and Experiments
User Modeling and User-Adapted Interaction
Scenario-Based Reliability Analysis of Component-Based Software
ISSRE '99 Proceedings of the 10th International Symposium on Software Reliability Engineering
Reliability Prediction and Sensitivity Analysis Based on Software Architecture
ISSRE '02 Proceedings of the 13th International Symposium on Software Reliability Engineering
Reliability prediction for component-based software architectures
Journal of Systems and Software - Special issue on: Software architecture - Engineering quality attributes
PlanetLab: an overlay testbed for broad-coverage services
ACM SIGCOMM Computer Communication Review
QoS-Aware Middleware for Web Services Composition
IEEE Transactions on Software Engineering
Reliability Prediction for Service-Oriented Computing Environments
IEEE Internet Computing
Efficient algorithms for Web services selection with end-to-end QoS constraints
ACM Transactions on the Web (TWEB)
Fault Tolerance Connectors for Unreliable Web Services
DSN '07 Proceedings of the 37th Annual IEEE/IFIP International Conference on Dependable Systems and Networks
Effective missing data prediction for collaborative filtering
SIGIR '07 Proceedings of the 30th annual international ACM SIGIR conference on Research and development in information retrieval
A User-Oriented Software Reliability Model
IEEE Transactions on Software Engineering
Early prediction of software component reliability
Proceedings of the 30th international conference on Software engineering
Formal verification of an automotive scenario in service-oriented computing
Proceedings of the 30th international conference on Software engineering
WS-AMUSE - web service architecture for multimedia services
Proceedings of the 30th international conference on Software engineering
Grid-Enabled Workflow Management System Based On BPEL
International Journal of High Performance Computing Applications
Architectural-Level Risk Analysis Using UML
IEEE Transactions on Software Engineering
ICWS '08 Proceedings of the 2008 IEEE International Conference on Web Services
A QoS-Aware Middleware for Fault Tolerant Web Services
ISSRE '08 Proceedings of the 2008 19th International Symposium on Software Reliability Engineering
WSRec: A Collaborative Filtering Based Web Service Recommender System
ICWS '09 Proceedings of the 2009 IEEE International Conference on Web Services
Architecture-based software reliability modeling
Journal of Systems and Software
CBSE'07 Proceedings of the 10th international conference on Component-based software engineering
Empirical analysis of predictive algorithms for collaborative filtering
UAI'98 Proceedings of the Fourteenth conference on Uncertainty in artificial intelligence
Component recommendation for cloud applications
Proceedings of the 2nd International Workshop on Recommendation Systems for Software Engineering
Reliability prediction for fault-tolerant software architectures
Proceedings of the joint ACM SIGSOFT conference -- QoSA and ACM SIGSOFT symposium -- ISARCS on Quality of software architectures -- QoSA and architecting critical systems -- ISARCS
Review: Service-oriented middleware: A survey
Journal of Network and Computer Applications
Reputation-based Reliability Prediction of Service Compositions
Electronic Notes in Theoretical Computer Science (ENTCS)
Empower service directories with knowledge
Knowledge-Based Systems
A class of tractable models for run-time performance evaluation
ICPE '12 Proceedings of the 3rd ACM/SPEC International Conference on Performance Engineering
A QoS-aware composition method supporting cross-platform service invocation in cloud environment
Journal of Computer and System Sciences
Distributed Monitoring with Collaborative Prediction
CCGRID '12 Proceedings of the 2012 12th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing (ccgrid 2012)
Personalized Reliability Prediction of Web Services
ACM Transactions on Software Engineering and Methodology (TOSEM)
A systematic review of design diversity-based solutions for fault-tolerant SOAs
Proceedings of the 17th International Conference on Evaluation and Assessment in Software Engineering
A personalised search approach for web service recommendation
International Journal of Ad Hoc and Ubiquitous Computing
Prediction of atomic web services reliability based on k-means clustering
Proceedings of the 2013 9th Joint Meeting on Foundations of Software Engineering
Composite web QoS with workflow conditional pathways using bounded sets
Service Oriented Computing and Applications
A survey on reliability in distributed systems
Journal of Computer and System Sciences
Proceedings of the Fifth International Conference on Management of Emergent Digital EcoSystems
Efficient distributed monitoring with active Collaborative Prediction
Future Generation Computer Systems
Efficient QoS management for QoS-aware web service composition
International Journal of Web and Grid Services
A fault-tolerant framework for QoS-aware web service composition via case-based reasoning
International Journal of Web and Grid Services
Reliable resources brokering scheme in wireless grids based on non-cooperative bargaining game
Journal of Network and Computer Applications
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Service-oriented architecture (SOA) is becoming a major software framework for building complex distributed systems. Reliability of the service-oriented systems heavily depends on the remote Web services as well as the unpredictable Internet. Designing effective and accurate reliability prediction approaches for the service-oriented systems has become an important research issue. In this paper, we propose a collaborative reliability prediction approach, which employs the past failure data of other similar users to predict the Web service reliability for the current user, without requiring real-world Web service invocations. We also present a user-collaborative failure data sharing mechanism and a reliability composition model for the service-oriented systems. Large-scale real-world experiments are conducted and the experimental results show that our collaborative reliability prediction approach obtains better reliability prediction accuracy than other approaches.