145 search results - page 1 / 29 » Statistical Debugging of Sampled Programs |
NIPS
2003
13 years 6 months ago
2003
We present a novel strategy for automatically debugging programs given sampled data from thousands of actual user runs. Our goal is to pinpoint those features that are most correl...
ICML
2006
IEEE
14 years 5 months ago
2006
IEEE
We describe a statistical approach to software debugging in the presence of multiple bugs. Due to sparse sampling issues and complex interaction between program predicates, many g...
SIGMETRICS
1993
ACM
13 years 9 months ago
1993
ACM
Recently there has been a surge of interest in developing performance debugging tools to help programmers tune their applications for better memory performance [2, 4, 10]. These t...
ECML
2007
Springer
13 years 11 months ago
2007
Springer
Abstract. Statistical debugging uses machine learning to model program failures and help identify root causes of bugs. We approach this task using a novel Delta-Latent-Dirichlet-Al...
ICSE
2009
IEEE-ACM
13 years 2 months ago
2009
IEEE-ACM
Statistical debugging aims to automate the process of isolating bugs by profiling several runs of the program and using statistical analysis to pinpoint the likely causes of failu...