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» Can Parallel Algorithms Enhance Serial Implementation
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KDD
2008
ACM
186views Data Mining» more  KDD 2008»
14 years 8 months ago
Cut-and-stitch: efficient parallel learning of linear dynamical systems on smps
Multi-core processors with ever increasing number of cores per chip are becoming prevalent in modern parallel computing. Our goal is to make use of the multi-core as well as multi...
Lei Li, Wenjie Fu, Fan Guo, Todd C. Mowry, Christo...
SDM
2009
SIAM
251views Data Mining» more  SDM 2009»
14 years 4 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-...
ICCS
2007
Springer
14 years 1 months ago
Implementation of the Parallel Superposition in Bulk-Synchronous Parallel ML
Abstract. Bulk-Synchronous Parallel ML (BSML) is a functional dataparallel language to code Bulk-Synchronous Parallel (BSP) algorithms. It allows an estimation of execution time, a...
Frédéric Gava
IPPS
2002
IEEE
14 years 16 days ago
Can User-Level Protocols Take Advantage of Multi-CPU NICs?
Modern high speed interconnects such as Myrinet and Gigabit Ethernet have shifted the bottleneck in communication from the interconnect to the messaging software at the sending an...
Piyush Shivam, Pete Wyckoff, Dhabaleswar K. Panda
PARA
1995
Springer
13 years 11 months ago
A Proposal for a Set of Parallel Basic Linear Algebra Subprograms
This paper describes a proposal for a set of Parallel Basic Linear Algebra Subprograms PBLAS. The PBLAS are targeted at distributed vector-vector, matrix-vector and matrixmatrix...
Jaeyoung Choi, Jack Dongarra, Susan Ostrouchov, An...