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ICTAI
2002
IEEE
14 years 1 months ago
Machine Learning for Software Engineering: Case Studies in Software Reuse
There are many machine learning algorithms currently available. In the 21st century, the problem no longer lies in writing the learner, but in choosing which learners to run on a ...
Justin S. Di Stefano, Tim Menzies
SIGSOFT
2004
ACM
14 years 9 months ago
How a good software practice thwarts collaboration: the multiple roles of APIs in software development
The principle of information hiding has been very influential in software engineering since its inception in 1972. This principle prescribes that software modules hide implementat...
Cleidson R. B. de Souza, David F. Redmiles, Li-Te ...
ICSE
2009
IEEE-ACM
13 years 6 months ago
Towards an assume-guarantee theory for adaptable systems
Modern software systems should be more and more designed with adaptation and run-time evolution in mind. But even with good reactions to changes, the triggered adaptation should b...
Paola Inverardi, Patrizio Pelliccione, Massimo Tiv...
SAC
2005
ACM
14 years 2 months ago
Performance analysis framework for large software-intensive systems with a message passing paradigm
The launch of new features for mobile phones is increasing and the product life cycle symmetrically decreasing in duration as higher levels of sophistication are reached. Therefor...
Christian Del Rosso
SEM
2004
Springer
14 years 2 months ago
Accuracy of Performance Prediction for EJB Applications: A Statistical Analysis
Abstract. A challenging software engineering problem is the design and implementation of component-based (CB) applications that can meet specified performance requirements. Our PPC...
Yan Liu, Ian Gorton