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» Parallel Data Flow Analysis for OpenMP Programs
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SIGMOD
2009
ACM
136views Database» more  SIGMOD 2009»
15 years 9 months ago
A comparison of approaches to large-scale data analysis
There is currently considerable enthusiasm around the MapReduce (MR) paradigm for large-scale data analysis [17]. Although the basic control flow of this framework has existed in ...
Andrew Pavlo, Erik Paulson, Alexander Rasin, Danie...
ISCA
1992
IEEE
125views Hardware» more  ISCA 1992»
15 years 1 months ago
Limits of Control Flow on Parallelism
This paper discusses three techniques useful in relaxing the constraints imposed by control flow on parallelism: control dependence analysis, executing multiple flows of control s...
Monica S. Lam, Robert P. Wilson
93
Voted
SPIESR
1998
151views Database» more  SPIESR 1998»
14 years 10 months ago
Synthesizing Parallel Imaging Applications Using the CAP Computer-Aided Parallelization Tool
Abstract. Imaging applications such as filtering, image transforms and compression/decompression require vast amounts of computing power when applied to large data sets. These appl...
Benoit A. Gennart, Marc Mazzariol, Vincent Messerl...
COMPSAC
2005
IEEE
15 years 3 months ago
Parallel Changes: Detecting Semantic Interferences
Parallel changes are a basic fact of modern software development. Where previously we looked at prima facie interference, here we investigate a less direct form that we call seman...
G. Lorenzo Thione, Dewayne E. Perry
SBACPAD
2005
IEEE
177views Hardware» more  SBACPAD 2005»
15 years 3 months ago
Automatic Data-Flow Graph Generation of MPI Programs
The Data-Flow Graph (DFG) of a parallel application is frequently used to take scheduling decisions, based on the information that it models (dependencies among the tasks and volu...
Rafael Ennes Silva, Guilherme P. Pezzi, Nicolas Ma...