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PPOPP
2012
ACM
12 years 3 months ago
Mechanizing the expert dense linear algebra developer
The efforts of an expert to parallelize and optimize a dense linear algebra algorithm for distributed-memory targets are largely mechanical and repetitive. We demonstrate that the...
Bryan Marker, Andy Terrel, Jack Poulson, Don S. Ba...
CORR
2012
Springer
281views Education» more  CORR 2012»
12 years 3 months ago
Belief Propagation by Message Passing in Junction Trees: Computing Each Message Faster Using GPU Parallelization
Compiling Bayesian networks (BNs) to junction trees and performing belief propagation over them is among the most prominent approaches to computing posteriors in BNs. However, bel...
Lu Zheng, Ole J. Mengshoel, Jike Chong
CACM
2011
84views more  CACM 2011»
13 years 2 months ago
Using simple abstraction to reinvent computing for parallelism
ple abstraction encapsulating the desired interface between programmers and system builders. Using Simple ion to Reinvent Computing for Parallelism doi:10.1145/1866739.1866757 abst...
Uzi Vishkin
CAP
2010
13 years 2 months ago
Parallel computation of the minimal elements of a poset
Computing the minimal elements of a partially ordered finite set (poset) is a fundamental problem in combinatorics with numerous applications such as polynomial expression optimiz...
Charles E. Leiserson, Marc Moreno Maza, Liyun Li, ...