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» Parallel matrix algorithms and applications
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PPL
2008
99views more  PPL 2008»
13 years 10 months ago
A Modular Implementation of Data Structures in Bulk-Synchronous Parallel ML
A functional data-parallel language called BSML has been designed for programming Bulk-Synchronous Parallel algorithms. Many sequential algorithms do not have parallel counterpart...
Frédéric Gava
NIPS
2008
13 years 11 months ago
Regularized Co-Clustering with Dual Supervision
By attempting to simultaneously partition both the rows (examples) and columns (features) of a data matrix, Co-clustering algorithms often demonstrate surprisingly impressive perf...
Vikas Sindhwani, Jianying Hu, Aleksandra Mojsilovi...
ISPAN
2002
IEEE
14 years 3 months ago
Building Ontology for Optimization and Composition of Parallel JavaBean Programs
Abstract— In this paper, we propose an ontology specification for JavaBean programs, the object component model of Java. Our specification is written using the DAML+OIL languag...
Cheng-Wei Chen, Chung-Kai Chen, Jenq Kuen Lee
IPPS
2007
IEEE
14 years 4 months ago
Scheduling Issues in Optimistic Parallelization
Irregular applications, which rely on pointer-based data structures, are often difficult to parallelize. The inputdependent nature of their execution means that traditional paral...
Milind Kulkarni, Keshav Pingali
HPCN
1997
Springer
14 years 2 months ago
A Programming Interface for NUMA Shared-Memory Clusters
Abstract. We describe a programming interface for parallel computing on NUMA (NonUniform Memory Access) shared memory machines. Although the interest in this architecture is rapidl...
Marcus Dormanns, Walter Sprangers, Hubert Ertl, Th...