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» Automatic Optimization for MapReduce Programs
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PPOPP
2009
ACM
16 years 13 days ago
Mapping parallelism to multi-cores: a machine learning based approach
The efficient mapping of program parallelism to multi-core processors is highly dependent on the underlying architecture. This paper proposes a portable and automatic compiler-bas...
Zheng Wang, Michael F. P. O'Boyle
ICS
2001
Tsinghua U.
15 years 4 months ago
Computer aided hand tuning (CAHT): "applying case-based reasoning to performance tuning"
For most parallel and high performance systems, tuning guides provide the users with advices to optimize the execution time of their programs. Execution time may be very sensitive...
Antoine Monsifrot, François Bodin
SIGARCH
2008
107views more  SIGARCH 2008»
14 years 11 months ago
A lightweight streaming layer for multicore execution
As multicore architectures gain widespread use, it becomes increasingly important to be able to harness their additional processing power to achieve higher performance. However, e...
David Zhang, Qiuyuan J. Li, Rodric Rabbah, Saman A...
SIGSOFT
2010
ACM
14 years 9 months ago
Language-based replay via data flow cut
A replay tool aiming to reproduce a program's execution interposes itself at an appropriate replay interface between the program and the environment. During recording, it log...
Ming Wu, Fan Long, Xi Wang, Zhilei Xu, Haoxiang Li...
ICCS
2005
Springer
15 years 5 months ago
Automated Operation Minimization of Tensor Contraction Expressions in Electronic Structure Calculations
Abstract. Complex tensor contraction expressions arise in accurate electronic structure models in quantum chemistry, such as the Coupled Cluster method. Transformations using algeb...
Albert Hartono, Alexander Sibiryakov, Marcel Nooij...