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» Programmer-based fault prediction
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APAQS
2000
IEEE
15 years 10 months ago
Software Quality Prediction Using Mixture Models with EM Algorithm
The use of the statistical technique of mixture model analysis as a tool for early prediction of fault-prone program modules is investigated. The Expectation-Maximum likelihood (E...
Ping Guo, Michael R. Lyu
ICSM
2007
IEEE
16 years 4 days ago
Evaluation of Semantic Interference Detection in Parallel Changes: an Exploratory Experiment
Parallel developments are becoming increasingly prevalent in the building and evolution of large-scale software systems. Our previous studies of a large industrial project showed ...
Danhua Shao, Sarfraz Khurshid, Dewayne E. Perry
OSDI
2008
ACM
16 years 6 months ago
Error Log Processing for Accurate Failure Prediction
Error logs are a fruitful source of information both for diagnosis as well as for proactive fault handling ? however elaborate data preparation is necessary to filter out valuable...
Felix Salfner, Steffen Tschirpke
HICSS
2003
IEEE
128views Biometrics» more  HICSS 2003»
15 years 11 months ago
Sensor Fusion and Complex Data Analysis for Predictive Maintenance
An essential step toward the development of an intelligent substation is to provide self-diagnosing capability at the equipment level. Transformers, circuit breakers and other sub...
Rahmat Shoureshi, Tim Norick, David Linder, John W...
DAGSTUHL
2009
15 years 7 months ago
Improving Architecture-Based Self-Adaptation through Resource Prediction
An increasingly important concern for modern systems design is how best to incorporate self-adaptation into systems so as to improve their ability to dynamically respond to faults,...
Shang-Wen Cheng, Vahe Poladian, David Garlan, Brad...