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» Predicting faults using the complexity of code changes
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TSE
1998
93views more  TSE 1998»
14 years 9 months ago
Xception: A Technique for the Experimental Evaluation of Dependability in Modern Computers
An important step in the development of dependable systems is the validation of their fault tolerance properties. Fault injection has been widely used for this purpose, however wi...
Joao Carreira, Henrique Madeira, João Gabri...
TSE
2008
129views more  TSE 2008»
14 years 9 months ago
Classifying Software Changes: Clean or Buggy?
This paper introduces a new technique for predicting latent software bugs, called change classification. Change classification uses a machine learning classifier to determine wheth...
Sunghun Kim, E. James Whitehead Jr., Yi Zhang 0001
PTS
2007
144views Hardware» more  PTS 2007»
14 years 11 months ago
Component Testing Is Not Enough - A Study of Software Faults in Telecom Middleware
The interrelationship between software faults and failures is quite intricate and obtaining a meaningful characterization of it would definitely help the testing community in decid...
Sigrid Eldh, Sasikumar Punnekkat, Hans Hansson, Pe...
SRDS
1999
IEEE
15 years 1 months ago
Fault Injection based on a Partial View of the Global State of a Distributed System
Validating distributed systems is particularly difficult, since failures may occur due to a correlated occurrence of faults in different parts of the system. This paper describes ...
Michel Cukier, Ramesh Chandra, David Henke, Jessic...
COMPSAC
2008
IEEE
15 years 3 months ago
Behavioral Dependency Measurement for Change-Proneness Prediction in UML 2.0 Design Models
During the development and maintenance of ObjectOriented (OO) software, the information on the classes which are more prone to be changed is very useful. Developers and maintainer...
Ah-Rim Han, Sang-Uk Jeon, Doo-Hwan Bae, Jang-Eui H...