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» Tools for support of automata-based programming
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ICSE
2004
IEEE-ACM
15 years 10 months ago
Finding Latent Code Errors via Machine Learning over Program Executions
This paper proposes a technique for identifying program properties that indicate errors. The technique generates machine learning models of program properties known to result from...
Yuriy Brun, Michael D. Ernst
IWPC
2000
IEEE
15 years 2 months ago
The Effect of Call Graph Construction Algorithms for Object-Oriented Programs on Automatic Clustering
Call graphs are commonly used as input for automatic clustering algorithms, the goal of which is to extract the high level structure of the program under study. Determining the ca...
Derek Rayside, Steve Reuss, Erik Hedges, Kostas Ko...
SIGSOFT
2005
ACM
15 years 10 months ago
Arithmetic program paths
We present Arithmetic Program Paths, a novel, efficient way to compress program control-flow traces that reduces program bit traces to less than a fifth of their original size whi...
Manos Renieris, Shashank Ramaprasad, Steven P. Rei...
SIGMOD
2009
ACM
140views Database» more  SIGMOD 2009»
15 years 10 months ago
Distributed data-parallel computing using a high-level programming language
The Dryad and DryadLINQ systems offer a new programming model for large scale data-parallel computing. They generalize previous execution environments such as SQL and MapReduce in...
Michael Isard, Yuan Yu
IWPC
2008
IEEE
15 years 4 months ago
Reusing Program Investigation Knowledge for Code Understanding
Software maintenance tasks typically involve an important amount of program investigation effort on the part of software developers. To what extent can we benefit from prior prog...
Martin P. Robillard, Putra Manggala