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» Software engineering and performance: a road-map
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CGO
2009
IEEE
16 years 1 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
PPPJ
2009
ACM
16 years 1 months ago
Automatic parallelization for graphics processing units
Accelerated graphics cards, or Graphics Processing Units (GPUs), have become ubiquitous in recent years. On the right kinds of problems, GPUs greatly surpass CPUs in terms of raw ...
Alan Leung, Ondrej Lhoták, Ghulam Lashari
FASE
2009
Springer
16 years 1 months ago
HAVE: Detecting Atomicity Violations via Integrated Dynamic and Static Analysis
Abstract. The reality of multi-core hardware has made concurrent programs pervasive. Unfortunately, writing correct concurrent programs is difficult. Atomicity violation, which is ...
Qichang Chen, Liqiang Wang, Zijiang Yang, Scott D....
ICSE
2009
IEEE-ACM
16 years 1 months ago
Lightweight fault-localization using multiple coverage types
Lightweight fault-localization techniques use program coverage to isolate the parts of the code that are most suspicious of being faulty. In this paper, we present the results of ...
Raúl A. Santelices, James A. Jones, Yanbing...
VMCAI
2009
Springer
16 years 1 months ago
Finding Concurrency-Related Bugs Using Random Isolation
This paper describes the methods used in Empire, a tool to detect concurrency-related bugs, namely atomic-set serializability violations in Java programs. The correctness criterion...
Nicholas Kidd, Thomas W. Reps, Julian Dolby, Manda...