1098 search results - page 46 / 220 » Large-Scale Parallel Data Clustering |
143
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CVPR
2007
IEEE
16 years 4 months ago
2007
IEEE
We present an algorithm, Hierarchical ISOmetric SelfOrganizing Map (H-ISOSOM), for a concise, organized manifold representation of complex, non-linear, large scale, high-dimension...
120
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CORR
2010
Springer
15 years 2 months ago
2010
Springer
Designing and implementing efficient, provably correct parallel machine learning (ML) algorithms is challenging. Existing high-level parallel abstractions like MapReduce are insuf...
239
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ICDE
1996
IEEE
16 years 3 months ago
1996
IEEE
Clustered multimedia servers, consisting of interconnected nodes and disks, have been proposed for large scale servers, that are capable of supporting multiple concurrent streams ...
103
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UAI
2001
15 years 3 months ago
2001
In this work we focus on efficient heuristics for solving a class of stochastic planning problems that arise in a variety of business, investment, and industrial applications. The...
145
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GLOBE
2010
Springer
15 years 2 months ago
2010
Springer
Abstract. As data volumes processed by large-scale distributed dataintensive applications grow at high-speed, an increasing I/O pressure is put on the underlying storage service, w...