Software reliability: measurement, prediction, application
Software reliability: measurement, prediction, application
Predicting Fault Incidence Using Software Change History
IEEE Transactions on Software Engineering
IEEE Transactions on Software Engineering
User Participation-based Software Certification
EUROVAV '99 Collected papers from the 5th European Symposium on Validation and Verification of Knowledge Based Systems - Theory, Tools and Practice
Understanding and predicting effort in software projects
Proceedings of the 25th International Conference on Software Engineering
Application of a Usage Profile in Software Quality Models
CSMR '99 Proceedings of the Third European Conference on Software Maintenance and Reengineering
Discovering relationships between service and customer satisfaction
ICSM '95 Proceedings of the International Conference on Software Maintenance
Measurement of Failure Rate in Widely Distributed Software
FTCS '95 Proceedings of the Twenty-Fifth International Symposium on Fault-Tolerant Computing
Proceedings of the 28th international conference on Software engineering
Mining metrics to predict component failures
Proceedings of the 28th international conference on Software engineering
Improving the customer configuration update process by explicitly managing software knowledge
Proceedings of the 28th international conference on Software engineering
Proceedings of the 2006 international workshop on Workshop on interdisciplinary software engineering research
TA-RE: an exchange language for mining software repositories
Proceedings of the 2006 international workshop on Mining software repositories
Predicting component failures at design time
Proceedings of the 2006 ACM/IEEE international symposium on Empirical software engineering
Empirical estimates of software availability of deployed systems
Proceedings of the 2006 ACM/IEEE international symposium on Empirical software engineering
An empirical investigation of software reuse benefits in a large telecom product
ACM Transactions on Software Engineering and Methodology (TOSEM)
The influence of organizational structure on software quality: an empirical case study
Proceedings of the 30th international conference on Software engineering
Interval quality: relating customer-perceived quality to process quality
Proceedings of the 30th international conference on Software engineering
Towards a generic model for software quality prediction
Proceedings of the 6th international workshop on Software quality
Iterative identification of fault-prone binaries using in-process metrics
Proceedings of the Second ACM-IEEE international symposium on Empirical software engineering and measurement
IT-management software deployment: field findings and design guidelines
Proceedings of the 2nd ACM Symposium on Computer Human Interaction for Management of Information Technology
Modeling software evolution defects: a time series approach
Journal of Software Maintenance and Evolution: Research and Practice
Evaluating Workloads Using Comparative Functional Coverage
HVC '08 Proceedings of the 4th International Haifa Verification Conference on Hardware and Software: Verification and Testing
On Reducing the Pre-release Failures of Web Plug-In on Social Networking Site
ICSP '09 Proceedings of the International Conference on Software Process: Trustworthy Software Development Processes
Cross-project defect prediction: a large scale experiment on data vs. domain vs. process
Proceedings of the the 7th joint meeting of the European software engineering conference and the ACM SIGSOFT symposium on The foundations of software engineering
Software support tools and experimental work
Proceedings of the 2006 international conference on Empirical software engineering issues: critical assessment and future directions
Defect prediction from static code features: current results, limitations, new approaches
Automated Software Engineering
Analytics for software development
Proceedings of the FSE/SDP workshop on Future of software engineering research
MACs: Mining API code snippets for code reuse
Expert Systems with Applications: An International Journal
Characterizing the differences between pre- and post- release versions of software
Proceedings of the 33rd International Conference on Software Engineering
Studying volatility predictors in open source software
Proceedings of the ACM-IEEE international symposium on Empirical software engineering and measurement
Studying the impact of social interactions on software quality
Empirical Software Engineering
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Predicting software quality as perceived by a customer may allow an organization to adjust deployment to meet the quality expectations of its customers, to allocate the appropriate amount of maintenance resources, and to direct quality improvement efforts to maximize the return on investment. However, customer perceived quality may be affected not simply by the software content and the development process, but also by a number of other factors including deployment issues, amount of usage, software platform, and hardware configurations. We predict customer perceived quality as measured by various service interactions, including software defect reports, requests for assistance, and field technician dispatches using the afore mentioned and other factors for a large telecommunications software system. We employ the non-intrusive data gathering technique of using existing data captured in automated project monitoring and tracking systems as well as customer support and tracking systems. We find that the effects of deployment schedule, hardware configurations, and software platform can increase the probability of observing a software failure by more than 20 times. Furthermore, we find that the factors affect all quality measures in a similar fashion. Our approach can be applied at other organizations, and we suggest methods to independently validate and replicate our results.