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» Automatic Performance Debugging of SPMD Parallel Programs
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CLOUD
2010
ACM
15 years 2 months ago
Towards automatic optimization of MapReduce programs
Timely and cost-effective processing of large datasets has become a critical ingredient for the success of many academic, government, and industrial organizations. The combination...
Shivnath Babu
IPPS
1996
IEEE
15 years 2 months ago
Commutativity Analysis: A Technique for Automatically Parallelizing Pointer-Based Computations
This paper introduces an analysis technique, commutativity analysis, for automatically parallelizing computations that manipulate dynamic, pointer-based data structures. Commutati...
Martin C. Rinard, Pedro C. Diniz
ICS
2007
Tsinghua U.
15 years 4 months ago
Sensitivity analysis for automatic parallelization on multi-cores
Sensitivity Analysis (SA) is a novel compiler technique that complements, and integrates with, static automatic parallelization analysis for the cases when relevant program behavi...
Silvius Rus, Maikel Pennings, Lawrence Rauchwerger
ARC
2010
Springer
183views Hardware» more  ARC 2010»
14 years 10 months ago
Integrated Design Environment for Reconfigurable HPC
Using FPGAs to accelerate High Performance Computing (HPC) applications is attractive, but has a huge associated cost: the time spent, not for developing efficient FPGA code but fo...
Lilian Janin, Shoujie Li, Doug Edwards
ICS
2000
Tsinghua U.
15 years 1 months ago
Automatic loop transformations and parallelization for Java
From a software engineering perspective, the Java programming language provides an attractive platform for writing numerically intensive applications. A major drawback hampering i...
Pedro V. Artigas, Manish Gupta, Samuel P. Midkiff,...