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ICDM
2009
IEEE
148views Data Mining» more  ICDM 2009»
14 years 2 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, ...
APCCM
2008
13 years 9 months ago
A Practical Guide to Testing the Understandability of Notations
Model-driven development is the process of creating models of a software system and transforming them into source code. Since the stepwise transformations can be done automaticall...
Susanne Patig
AOSD
2007
ACM
13 years 11 months ago
Using natural language program analysis to locate and understand action-oriented concerns
Most current software systems contain undocumented high-level ideas implemented across multiple files and modules. When developers perform program maintenance tasks, they often wa...
David Shepherd, Zachary P. Fry, Emily Hill, Lori L...
ICSM
2002
IEEE
14 years 14 days ago
Documenting Pattern Use in Java Programs
Design patterns are widely recognized as important software development methods. Their use as software understanding tools, though generally acknowledged has been scarcely explore...
Marco Torchiano
SE
2007
13 years 9 months ago
An integration framework for heterogeneous automatic software tests
: Developing and maintaining large software systems can require the usage of a variety of different automatic test tools. The complexity of the tools leads to considerable overhead...
Holger Schackmann, Horst Lichter, Veit Hoffmann