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» Performance prediction based on inherent program similarity
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NPC
2007
Springer
15 years 3 months ago
A Cost-Aware Parallel Workload Allocation Approach Based on Machine Learning Techniques
Parallelism is one of the main sources for performance improvement in modern computing environment, but the efficient exploitation of the available parallelism depends on a number ...
Shun Long, Grigori Fursin, Björn Franke
GECCO
2010
Springer
186views Optimization» more  GECCO 2010»
14 years 11 months ago
Genetic rule extraction optimizing brier score
Most highly accurate predictive modeling techniques produce opaque models. When comprehensible models are required, rule extraction is sometimes used to generate a transparent mod...
Ulf Johansson, Rikard König, Lars Niklasson
HIPS
1998
IEEE
15 years 2 months ago
Parallel and Distributed Programming with Pthreads and Rthreads
This paper describes Rthreads (Remote threads), a software distributed shared memory system that supports sharing of global variables on clusters of computers with physically dist...
Bernd Dreier, Markus Zahn, Theo Ungerer
SAC
2008
ACM
14 years 9 months ago
Automatic software fault localization using generic program invariants
Despite extensive testing in the development phase, residual defects can be a great threat to dependability in the operational phase. This paper studies the utility of lowcost, ge...
Rui Abreu, Alberto González 0002, Peter Zoe...
ICSE
2008
IEEE-ACM
15 years 10 months ago
Scalable detection of semantic clones
Several techniques have been developed for identifying similar code fragments in programs. These similar fragments, referred to as code clones, can be used to identify redundant c...
Mark Gabel, Lingxiao Jiang, Zhendong Su