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» Adaptive Parallelism for OpenMP Task Parallel Programs
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EVOW
2012
Springer
12 years 4 months ago
Hyperparameter Tuning in Bandit-Based Adaptive Operator Selection
We are using bandit-based adaptive operator selection while autotuning parallel computer programs. The autotuning, which uses evolutionary algorithm-based stochastic sampling, take...
Maciej Pacula, Jason Ansel, Saman P. Amarasinghe, ...
PPOPP
2009
ACM
14 years 9 months ago
A comparison of programming models for multiprocessors with explicitly managed memory hierarchies
On multiprocessors with explicitly managed memory hierarchies (EMM), software has the responsibility of moving data in and out of fast local memories. This task can be complex and...
Scott Schneider, Jae-Seung Yeom, Benjamin Rose, Jo...
LCPC
1999
Springer
14 years 1 months ago
Compiling for Speculative Architectures
The traditional target machine of a parallelizing compiler can execute code sections either serially or in parallel. In contrast, targeting the generated code to a speculative para...
Seon Wook Kim, Rudolf Eigenmann
EUROPAR
2010
Springer
13 years 10 months ago
Maestro: Data Orchestration and Tuning for OpenCL Devices
Abstract. As heterogeneous computing platforms become more prevalent, the programmer must account for complex memory hierarchies in addition to the difficulties of parallel program...
Kyle Spafford, Jeremy S. Meredith, Jeffrey S. Vett...
PPL
2008
106views more  PPL 2008»
13 years 8 months ago
On Implementing the Farm Skeleton
Algorithmic skeletons intend to simplify parallel programming by providing a higher abstraction compared to the usual message passing. Task and data parallel skeletons can be dist...
Michael Poldner, Herbert Kuchen