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» Automatic Optimization for MapReduce Programs
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IEEEPACT
2006
IEEE
14 years 1 months ago
Fast, automatic, procedure-level performance tuning
This paper presents an automated performance tuning solution, which partitions a program into a number of tuning sections and finds the best combination of compiler options for e...
Zhelong Pan, Rudolf Eigenmann
EUROGP
2006
Springer
135views Optimization» more  EUROGP 2006»
13 years 11 months ago
Dynamic Scheduling with Genetic Programming
This paper investigates the use of genetic programming in automatized synthesis of scheduling heuristics. The applied scheduling technique is priority scheduling, where the next st...
Domagoj Jakobovic, Leo Budin
GECCO
2006
Springer
135views Optimization» more  GECCO 2006»
13 years 11 months ago
Characterizing the dynamics of symmetry breaking in genetic programming
This paper introduces a metric that measures symmetry in tree graphs, which allows for a statistical characterization of GP solutions by their architectural "shapes." A ...
Jason M. Daida
IPPS
2009
IEEE
14 years 2 months ago
A cross-input adaptive framework for GPU program optimizations
Abstract—Recent years have seen a trend in using graphic processing units (GPU) as accelerators for general-purpose computing. The inexpensive, single-chip, massively parallel ar...
Yixun Liu, Eddy Z. Zhang, Xipeng Shen
GECCO
2006
Springer
139views Optimization» more  GECCO 2006»
13 years 11 months ago
Genetic programming: optimal population sizes for varying complexity problems
The population size in evolutionary computation is a significant parameter affecting computational effort and the ability to successfully evolve solutions. We find that population...
Alan Piszcz, Terence Soule