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AAIM
2009
Springer
172views Algorithms» more  AAIM 2009»
15 years 8 months ago
PLDA: Parallel Latent Dirichlet Allocation for Large-Scale Applications
Abstract. This paper presents PLDA, our parallel implementation of Latent Dirichlet Allocation on MPI and MapReduce. PLDA smooths out storage and computation bottlenecks and provid...
Yi Wang, Hongjie Bai, Matt Stanton, Wen-Yen Chen, ...
HPCN
1997
Springer
15 years 7 months ago
An Application-Level Dependable Technique for Farmer-Worker Parallel Programs
An application-level technique is described for farmer-worker parallel applications which allows a worker to be added or removed from the computing farm at any moment of the run ti...
Vincenzo De Florio, Geert Deconinck, Rudy Lauwerei...
ICPPW
2002
IEEE
15 years 8 months ago
Experiments with Parallelizing a Tribology Application
Different parallelization methods vary in their system requirements, programming styles, efficiency of exploring parallelism, and the application characteristics they can handle....
Vipin Chaudhary, W. L. Hase, Hai Jiang, L. Sun, Da...
121
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SC
2005
ACM
15 years 9 months ago
Scalable Parallel Octree Meshing for TeraScale Applications
We present a new methodology for generating and adapting octree meshes for terascale applications. Our approach combines existing methods, such as parallel octree decomposition and...
Tiankai Tu, David R. O'Hallaron, Omar Ghattas
IPPS
1996
IEEE
15 years 8 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