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WECWIS
2005
IEEE
137views ECommerce» more  WECWIS 2005»
15 years 3 months ago
Using Singular Value Decomposition Approximation for Collaborative Filtering
Singular Value Decomposition (SVD), together with the Expectation-Maximization (EM) procedure, can be used to find a low-dimension model that maximizes the loglikelihood of obser...
Sheng Zhang, Weihong Wang, James Ford, Fillia Make...
WEA
2005
Springer
107views Algorithms» more  WEA 2005»
15 years 3 months ago
Local Clustering of Large Graphs by Approximate Fiedler Vectors
Vectors [Extended Abstract] Pekka Orponen and Satu Elisa Schaeffer Laboratory for Theoretical Computer Science, P.O. Box 5400 FI-02015 TKK Helsinki University of Technology, Finlan...
Pekka Orponen, Satu Elisa Schaeffer
LCN
2002
IEEE
15 years 2 months ago
A Comparative Throughput Analysis of Scalable Coherent Interface and Myrinet
It has become increasingly popular to construct large parallel computers by connecting many inexpensive nodes built with commercial-off-the-shelf (COTS) parts. These clusters can ...
Sarp Millich, Alan D. George, Sarp Oral
IPPS
1994
IEEE
15 years 1 months ago
Shared Virtual Memory and Generalized Speedup
Generalized speedup is de ned as parallel speed over sequential speed. In this paper the generalized speedup and its relation with other existing performance metrics, such as trad...
Xian-He Sun, Jianping Zhu
CLUSTER
2004
IEEE
15 years 1 months ago
RFS: efficient and flexible remote file access for MPI-IO
Scientific applications often need to access remote file systems. Because of slow networks and large data size, however, remote I/O can become an even more serious performance bot...
Jonghyun Lee, Robert B. Ross, Rajeev Thakur, Xiaos...