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PVLDB
2010
14 years 8 months ago
2010
This paper describes a high performance sampling architecture for inference of latent topic models on a cluster of workstations. Our system is faster than previous work by over an...
70
Voted
HPCN
1995
Springer
15 years 1 months ago
1995
Springer
Performance evaluation studies are to be an integral part of the design and tuning of parallel applications. We propose a hierarchical approach to the systematic characterization o...
ARTS
1999
Springer
15 years 2 months ago
1999
Springer
Stochastic process algebras such as PEPA provide ample support for the component-based construction of models. Tools compute the numerical solution of these models; however, the st...
101
Voted
CLUSTER
2009
IEEE
14 years 8 months ago
2009
IEEE
With the advent of high-performance COTS clusters, there is a need for a simple, scalable and faulttolerant parallel programming and execution paradigm. In this paper, we show that...
97
Voted
HPDC
2000
IEEE
15 years 2 months ago
2000
IEEE
Computational grids consisting of large and diverse sets of distributed resources have recently been adopted by organizations such as NASA and the NSF. One key component of a comp...