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CORR
2012
Springer
281views Education» more  CORR 2012»
12 years 4 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
ESTIMEDIA
2007
Springer
14 years 12 days ago
Still Image Processing on Coarse-Grained Reconfigurable Array Architectures
Due to the increasing demands on efficiency, performance and flexibility reconfigurable computational architectures are very promising candidates in embedded systems design. Recent...
Matthias Hartmann, Vasileios (Vassilis) Pantazis, ...
PLDI
2003
ACM
14 years 1 months ago
Linear analysis and optimization of stream programs
As more complex DSP algorithms are realized in practice, an increasing need for high-level stream abstractions that can be compiled without sacrificing efficiency. Toward this en...
Andrew A. Lamb, William Thies, Saman P. Amarasingh...
CGO
2008
IEEE
14 years 3 months ago
Parallel-stage decoupled software pipelining
In recent years, the microprocessor industry has embraced chip multiprocessors (CMPs), also known as multi-core architectures, as the dominant design paradigm. For existing and ne...
Easwaran Raman, Guilherme Ottoni, Arun Raman, Matt...
LCTRTS
2005
Springer
14 years 2 months ago
Cache aware optimization of stream programs
Effective use of the memory hierarchy is critical for achieving high performance on embedded systems. We focus on the class of streaming applications, which is increasingly preval...
Janis Sermulins, William Thies, Rodric M. Rabbah, ...