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PVLDB
2010
119views more  PVLDB 2010»
15 years 2 months ago
An Architecture for Parallel Topic Models
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...
Alexander J. Smola, Shravan Narayanamurthy
GRID
2000
Springer
15 years 7 months ago
Web Enabled Client-Server Model for Development Environment of Distributed Image Processing
Image processing applications (IPA) requirements can be best met by using the distributed environment. The authors had developed an environment over a network of VAX/VMS and Unix f...
Haresh S. Bhatt, V. H. Patel, Akshai K. Aggarwal
EUROPAR
2006
Springer
15 years 7 months ago
Exploiting Throughput for Pipeline Execution in Streaming Image Processing Applications
There is a large range of image processing applications that act on an input sequence of image frames that are continuously received. Throughput is a key performance measure to be ...
Fernando Guirado, Ana Ripoll, Concepció Roi...
CCGRID
2008
IEEE
15 years 5 months ago
A Probabilistic Model to Analyse Workflow Performance on Production Grids
Production grids are complex and highly variable systems whose behavior is not well understood and difficult to anticipate. The goal of this study is to estimate the impact of the ...
Tristan Glatard, Johan Montagnat, Xavier Pennec
ICPADS
2010
IEEE
15 years 1 months ago
GMH: A Message Passing Toolkit for GPU Clusters
Driven by the market demand for high-definition 3D graphics, commodity graphics processing units (GPUs) have evolved into highly parallel, multi-threaded, many-core processors, whi...
Jie Chen, William A. Watson III, Weizhen Mao