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ICDM
2009
IEEE
148views Data Mining» more  ICDM 2009»
13 years 12 months ago
Online System Problem Detection by Mining Patterns of Console Logs
Abstract—We describe a novel application of using data mining and statistical learning methods to automatically monitor and detect abnormal execution traces from console logs in ...
Wei Xu, Ling Huang, Armando Fox, David Patterson, ...
KBSE
2005
IEEE
13 years 11 months ago
Automated replay and failure detection for web applications
User-session-based testing of web applications gathers user sessions to create and continually update test suites based on real user input in the field. To support this approach ...
Sara Sprenkle, Emily Gibson, Sreedevi Sampath, Lor...