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» Co-Scheduling of Computation and Data on Computer Clusters
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EGH
2010
Springer
13 years 4 months ago
Large data visualization on distributed memory multi-GPU clusters
Thomas Fogal, Hank Childs, Siddharth Shankar, Jens...
HPCN
1999
Springer
13 years 11 months ago
JAVA as a Basis for Parallel Data Mining in Workstation Clusters
Matthias Gimbel, Michael Philippsen, Bernhard Haum...
PAMI
2011
13 years 1 months ago
Parallel Spectral Clustering in Distributed Systems
Spectral clustering algorithms have been shown to be more effective in finding clusters than some traditional algorithms such as k-means. However, spectral clustering suffers fro...
Wen-Yen Chen, Yangqiu Song, Hongjie Bai, Chih-Jen ...
NIPS
2003
13 years 8 months ago
Computing Gaussian Mixture Models with EM Using Equivalence Constraints
Density estimation with Gaussian Mixture Models is a popular generative technique used also for clustering. We develop a framework to incorporate side information in the form of e...
Noam Shental, Aharon Bar-Hillel, Tomer Hertz, Daph...
KDD
2007
ACM
178views Data Mining» more  KDD 2007»
14 years 7 months ago
Density-based clustering for real-time stream data
Existing data-stream clustering algorithms such as CluStream are based on k-means. These clustering algorithms are incompetent to find clusters of arbitrary shapes and cannot hand...
Yixin Chen, Li Tu