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EUROPAR
2009
Springer
15 years 8 months ago
Atune-IL: An Instrumentation Language for Auto-tuning Parallel Applications
Automatic performance tuning (auto-tuning) has been used in parallel numerical applications for adapting performance-relevant parameters. We extend auto-tuning to general-purpose ...
Christoph A. Schaefer, Victor Pankratius, Walter F...
POPL
2010
ACM
15 years 8 months ago
Compress-and-conquer for optimal multicore computing
We propose a programming paradigm called compress-and-conquer (CC) that leads to optimal performance on multicore platforms. Given a multicore system of p cores and a problem of s...
Zhijing G. Mou, Hai Liu, Paul Hudak
GECCO
2005
Springer
155views Optimization» more  GECCO 2005»
15 years 7 months ago
Co-evolving recurrent neurons learn deep memory POMDPs
Recurrent neural networks are theoretically capable of learning complex temporal sequences, but training them through gradient-descent is too slow and unstable for practical use i...
Faustino J. Gomez, Jürgen Schmidhuber
PLDI
2000
ACM
15 years 6 months ago
A framework for interprocedural optimization in the presence of dynamic class loading
Dynamic class loading during program execution in the JavaTM Programming Language is an impediment for generating code that is as e cient as code generated using static wholeprogr...
Vugranam C. Sreedhar, Michael G. Burke, Jong-Deok ...
CDC
2008
IEEE
117views Control Systems» more  CDC 2008»
15 years 8 months ago
Event-based optimization for dispatching policies in material handling systems of general assembly lines
—A material handling (MH) system of a general assembly line dispatching parts from inventory to working buffers could be complicated and costly to operate. Generally it is extrem...
Yanjia Zhao, Qianchuan Zhao, Qing-Shan Jia, Xiaoho...