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CGO
2009
IEEE
14 years 2 months ago
Automatic Feature Generation for Machine Learning Based Optimizing Compilation
Recent work has shown that machine learning can automate and in some cases outperform hand crafted compiler optimizations. Central to such an approach is that machine learning tec...
Hugh Leather, Edwin V. Bonilla, Michael O'Boyle
APSEC
2009
IEEE
14 years 2 months ago
Directed Test Suite Augmentation
Abstract—As software evolves, engineers use regression testing to evaluate its fitness for release. Such testing typically begins with existing test cases, and many techniques h...
Zhihong Xu, Gregg Rothermel
CAEPIA
2003
Springer
14 years 28 days ago
A Framework for Ontology Reuse and Persistence Integrating UML and Sesame
Nowadays there is a great effort underway to improve the World Wide Web. A better content organisation, allowing automatic processing, leading to the Semantic Web is one of the mai...
Carlos Pedrinaci, Amaia Bernaras, Tim Smithers, Je...
ICSE
2008
IEEE-ACM
14 years 7 months ago
Reference architecture knowledge representation: an experience
Software architectures have played a significant role in determining the success of software systems. In spite of impact of the architectures to the software development and, as a...
Elisa Yumi Nakagawa, José Carlos Maldonado
KBSE
2010
IEEE
13 years 5 months ago
An experience report on scaling tools for mining software repositories using MapReduce
The need for automated software engineering tools and techniques continues to grow as the size and complexity of studied systems and analysis techniques increase. Software enginee...
Weiyi Shang, Bram Adams, Ahmed E. Hassan