Dione: an integrated measurement and defect prediction solution
Proceedings of the ACM SIGSOFT 20th International Symposium on the …, 2012•dl.acm.org
We present an integrated measurement and defect prediction tool: Dione. Our tool enables
organizations to measure, monitor, and control product quality through learning based
defect prediction. Similar existing tools either provide data collection and analytics, or work
just as a prediction engine. Therefore, companies need to deal with multiple tools with
incompatible interfaces in order to deploy a complete measurement and prediction solution.
Dione provides a fully integrated solution where data extraction, defect prediction and …
organizations to measure, monitor, and control product quality through learning based
defect prediction. Similar existing tools either provide data collection and analytics, or work
just as a prediction engine. Therefore, companies need to deal with multiple tools with
incompatible interfaces in order to deploy a complete measurement and prediction solution.
Dione provides a fully integrated solution where data extraction, defect prediction and …
We present an integrated measurement and defect prediction tool: Dione. Our tool enables organizations to measure, monitor, and control product quality through learning based defect prediction. Similar existing tools either provide data collection and analytics, or work just as a prediction engine. Therefore, companies need to deal with multiple tools with incompatible interfaces in order to deploy a complete measurement and prediction solution. Dione provides a fully integrated solution where data extraction, defect prediction and reporting steps fit seamlessly. In this paper, we present the major functionality and architectural elements of Dione followed by an overview of our demonstration.
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