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ICDM
2002
IEEE
163views Data Mining» more  ICDM 2002»
15 years 2 months ago
High Performance Data Mining Using the Nearest Neighbor Join
The similarity join has become an important database primitive to support similarity search and data mining. A similarity join combines two sets of complex objects such that the r...
Christian Böhm, Florian Krebs
SDM
2009
SIAM
251views Data Mining» more  SDM 2009»
15 years 6 months ago
High Performance Parallel/Distributed Biclustering Using Barycenter Heuristic.
Biclustering refers to simultaneous clustering of objects and their features. Use of biclustering is gaining momentum in areas such as text mining, gene expression analysis and co...
Alok N. Choudhary, Arifa Nisar, Waseem Ahmad, Wei-...
PVLDB
2010
204views more  PVLDB 2010»
14 years 7 months ago
Cheetah: A High Performance, Custom Data Warehouse on Top of MapReduce
Large-scale data analysis has become increasingly important for many enterprises. Recently, a new distributed computing paradigm, called MapReduce, and its open source implementat...
Songting Chen
IPPS
2010
IEEE
14 years 7 months ago
Direct self-consistent field computations on GPU clusters
Guochun Shi, Volodymyr V. Kindratenko, Ivan S. Ufi...
99
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EUROPAR
2009
Springer
15 years 2 months ago
Using Hybrid CPU-GPU Platforms to Accelerate the Computation of the Matrix Sign Function
Abstract. We investigate the performance of two approaches for matrix inversion based on Gaussian (LU factorization) and Gauss-Jordan eliminations. The target architecture is a cur...
Peter Benner, Pablo Ezzatti, Enrique S. Quintana-O...