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2012
Springer
14 years 2 months ago
Hyperparameter Tuning in Bandit-Based Adaptive Operator Selection
We are using bandit-based adaptive operator selection while autotuning parallel computer programs. The autotuning, which uses evolutionary algorithm-based stochastic sampling, take...
Maciej Pacula, Jason Ansel, Saman P. Amarasinghe, ...
EWSN
2012
Springer
14 years 2 months ago
Low Power or High Performance? A Tradeoff Whose Time Has Come (and Nearly Gone)
Abstract. Some have argued that the dichotomy between high-performance operation and low resource utilization is false – an artifact that will soon succumb to Moore’s Law and c...
JeongGil Ko, Kevin Klues, Christian Richter, Wanja...
FASE
2012
Springer
14 years 2 months ago
Integration Testing of Software Product Lines Using Compositional Symbolic Execution
Software product lines are families of products defined by feature commonality and variability, with a well-managed asset base. Recent work in testing of software product lines ha...
Jiangfan Shi, Myra B. Cohen, Matthew B. Dwyer
FASE
2012
Springer
14 years 2 months ago
Cohesive and Isolated Development with Branches
The adoption of distributed version control (DVC), such as Git and Mercurial, in open-source software (OSS) projects has been explosive. Why is this and how are projects using DVC?...
Earl T. Barr, Christian Bird, Peter C. Rigby, Abra...
FOSSACS
2012
Springer
14 years 2 months ago
Synthesizing Probabilistic Composers
Synthesis from components is the automated construction of a composite system from a library of reusable components such that the system satisfies the given specification. This i...
Sumit Nain, Moshe Y. Vardi