Software reliability: measurement, prediction, application
Software reliability: measurement, prediction, application
Learning from Examples: Generation and Evaluation of Decision Trees for Software Resource Analysis
IEEE Transactions on Software Engineering - Special Issue on Artificial Intelligence in Software Applications
Analyzing Partition Testing Strategies
IEEE Transactions on Software Engineering
A reference architecture for the component factory
ACM Transactions on Software Engineering and Methodology (TOSEM)
Orthogonal Defect Classification-A Concept for In-Process Measurements
IEEE Transactions on Software Engineering - Special issue on software measurement principles, techniques, and environments
IEEE Transactions on Software Engineering - Special issue on software reliability
An integrated approach to test tracking and analysis
Journal of Systems and Software - Special issue on software reliability issues
Visualizing Data
Software Engineering Economics
Software Engineering Economics
On some reliability estimation problems in random and partition testing
IEEE Transactions on Software Engineering
Test-Execution-Based Reliability Measurement and Modeling for Large Commercial Software
IEEE Transactions on Software Engineering
Testing for software reliability
Proceedings of the international conference on Reliable software
Collecting data for software reliability analysis and modeling
CASCON '93 Proceedings of the 1993 conference of the Centre for Advanced Studies on Collaborative research: software engineering - Volume 1
Measuring and Modeling Usage and Reliability for Statistical Web Testing
IEEE Transactions on Software Engineering - Special section on the seventh international software metrics symposium
Test workload measurement and reliability analysis for large commercial software systems
Annals of Software Engineering
Better Reliability Assessment and Prediction through Data Clustering
IEEE Transactions on Software Engineering
Exploratory analysis tools for tree-based models in software measurement and analysis
SAST '96 Proceedings of the Proceedings of the Fourth International Symposium on Assessment of Software Tools (SAST '96)
Data partition based reliability modeling
ISSRE '96 Proceedings of the The Seventh International Symposium on Software Reliability Engineering
An Operational Profile for the Cartridge Support Software
ISSRE '97 Proceedings of the Eighth International Symposium on Software Reliability Engineering
Failure Correlation in Software Reliability Models
ISSRE '99 Proceedings of the 10th International Symposium on Software Reliability Engineering
An empirical comparison and characterization of high defect and high complexity modules
Journal of Systems and Software
Evaluating Web Software Reliability Based on Workload and Failure Data Extracted from Server Logs
IEEE Transactions on Software Engineering
IEEE Transactions on Software Engineering
Ensemble missing data techniques for software effort prediction
Intelligent Data Analysis
Hi-index | 0.00 |
This paper examines two existing approaches to software reliability analysis, time domain reliability growth modeling and input domain reliability analysis, and presents a new approach that combines some of their individual strengths. An analysis method called tree-based modeling is used to build models based on the combined measurement data. This new approach can be used to assess the reliability of software systems, to track reliability change over time, and to identify problematic subparts characterized by certain input states or time periods. The results can also be used to guide various remedial actions aimed at reliability improvement. This approach has been demonstrated to be applicable and effective in the testing of several large commercial software systems developed in the IBM Software Solutions Toronto Laboratory.