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116
Voted
ICCS
2007
Springer
15 years 9 months ago
Scalability Analysis of the SPEC OpenMP Benchmarks on Large-Scale Shared Memory Multiprocessors
Abstract. We present a detailed investigation of the scalability characteristics of the SPEC OpenMP benchmarks on large-scale shared memory multiprocessor machines. Our study is ba...
Karl Fürlinger, Michael Gerndt, Jack Dongarra
121
Voted
PACT
2005
Springer
15 years 8 months ago
Parallel Implementation of Back-Propagation Neural Network Software on SMP Computers
Abstract. Experiments of neural network training procedure parallelization are conducted. Several styles of parallelization are described and compared, estimations of neural networ...
Victor G. Tsaregorodtsev
116
Voted
ECML
2004
Springer
15 years 8 months ago
Model Approximation for HEXQ Hierarchical Reinforcement Learning
HEXQ is a reinforcement learning algorithm that discovers hierarchical structure automatically. The generated task hierarchy repthe problem at different levels of abstraction. In ...
Bernhard Hengst
94
Voted
ICCS
2004
Springer
15 years 8 months ago
Design of Departmental Metacomputing ML
Abstract. Bulk Synchronous Parallel ML or BSML is a functional dataparallel language for programming bulk synchronous parallel (BSP) algorithms. The execution time can be estimated...
Frédéric Gava
117
Voted
ICCS
2004
Springer
15 years 8 months ago
Extending Camelot with Mutable State and Concurrency
Abstract. Camelot is a resource-bounded functional programming language which compiles to Java byte code to run on the Java Virtual Machine. We extend Camelot to include language s...
Stephen Gilmore