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OSDI
2004
ACM
16 years 4 months ago
Correlating Instrumentation Data to System States: A Building Block for Automated Diagnosis and Control
This paper studies the use of statistical induction techniques as a basis for automated performance diagnosis and performance management. The goal of the work is to develop and ev...
Ira Cohen, Jeffrey S. Chase, Julie Symons, Mois&ea...
ISSTA
2004
ACM
15 years 9 months ago
Automating commutativity analysis at the design level
Two operations commute if executing them serially in either order results in the same change of state. In a system in which commands may be issued simultaneously by different use...
Greg Dennis, Robert Seater, Derek Rayside, Daniel ...
KDD
2000
ACM
142views Data Mining» more  KDD 2000»
15 years 7 months ago
Automating exploratory data analysis for efficient data mining
Having access to large data sets for the purpose of predictive data mining does not guarantee good models, even when the size of the training data is virtually unlimited. Instead,...
Jonathan D. Becher, Pavel Berkhin, Edmund Freeman
104
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WWW
2003
ACM
16 years 4 months ago
TSpaces Services Suite: Automating the Development and Management of Web Services
Web services allow authorized entities (including individuals, corporations, and automated agents) to employ software components created by other parties scattered across the glob...
Marcus Fontoura, Tobin J. Lehman, Dwayne Nelson, T...
KBSE
2007
IEEE
15 years 10 months ago
The business case for automated software engineering
Adoption of advanced automated SE (ASE) tools would be favored if a business case could be made that these tools are more valuable than alternate methods. In theory, software pred...
Tim Menzies, Oussama El-Rawas, Jairus Hihn, Martin...