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» Parallel Spectral Clustering in Distributed Systems
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NIPS
2004
14 years 10 months ago
Hierarchical Eigensolver for Transition Matrices in Spectral Methods
We show how to build hierarchical, reduced-rank representation for large stochastic matrices and use this representation to design an efficient algorithm for computing the largest...
Chakra Chennubhotla, Allan D. Jepson
IPPS
2009
IEEE
15 years 4 months ago
Parallel solvers for dense linear systems for heterogeneous computational clusters
This paper describes the design and the implementation of parallel routines in the Heterogeneous ScaLAPACK library that solve a dense system of linear equations. This library is w...
Ravi Reddy Manumachu, Alexey L. Lastovetsky, Pedro...
IPPS
1996
IEEE
15 years 1 months ago
Benefits of Processor Clustering in Designing Large Parallel Systems: When and How?
Advances in multiprocessor interconnect technologyare leading to high performance networks. However, software overheadsassociated with message passing are limiting the processors ...
Debashis Basak, Dhabaleswar K. Panda, Mohammad Ban...
IPPS
2002
IEEE
15 years 2 months ago
A Parallel Ultra-High Resolution MPEG-2 Video Decoder for PC Cluster Based Tiled Display Systems
This paper presents a hierarchical parallel MPEG-2 decoder for playing ultra-high-resolution videos on PC cluster based tiled display systems. To maximize parallelism while minimi...
Han Chen, Kai Li, Bin Wei
56
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CCGRID
2003
IEEE
15 years 2 months ago
The Performance Model of SilkRoad - A Multithreaded DSM System for Clusters
Liang Peng, Weng-Fai Wong, Chung-Kwong Yuen