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» MapReduce: Simplified Data Processing on Large Clusters
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113
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CCGRID
2001
IEEE
15 years 4 months ago
Parallel I/O Support for HPF on Clusters
Clusters of workstations are a popular alternative to integrated parallel systems designed and built by a vendor. Besides their huge cumulative processing power, they also provide...
Peter Brezany, Viera Sipková
86
Voted
CSDA
2006
85views more  CSDA 2006»
15 years 17 days ago
Two-way Poisson mixture models for simultaneous document classification and word clustering
An approach to simultaneous document classification and word clustering is developed using a two-way mixture model of Poisson distributions. Each document is represented by a vect...
Jia Li, Hongyuan Zha
ECML
2006
Springer
15 years 4 months ago
Deconvolutive Clustering of Markov States
In this paper we formulate the problem of grouping the states of a discrete Markov chain of arbitrary order simultaneously with deconvolving its transition probabilities. As the na...
Ata Kabán, Xin Wang
137
Voted
ICPADS
2010
IEEE
14 years 10 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
98
Voted
DEBU
2010
108views more  DEBU 2010»
15 years 19 days ago
Real-Time Traffic Information Management using Stream Computing
With the widespread adoption of location tracking technologies like GPS, the domain of transportation information management has seen growing interest in the last few years. In th...
Alain Biem, Eric Bouillet, Hanhua Feng, Anand Rang...