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102
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PPNA
2010
71views more  PPNA 2010»
15 years 3 months ago
SPACE: A lightweight collaborative caching for clusters
In this paper, we introduce Systematic P2P Aided Cache Enhancement or SPACE, a new collaboration scheme among clients in a computer cluster of a high performance computing facility...
Mohammad Mursalin Akon, Mohammad Towhidul Islam, X...
RECSYS
2010
ACM
15 years 3 months ago
List-wise learning to rank with matrix factorization for collaborative filtering
A ranking approach, ListRank-MF, is proposed for collaborative filtering that combines a list-wise learning-to-rank algorithm with matrix factorization (MF). A ranked list of item...
Yue Shi, Martha Larson, Alan Hanjalic
140
Voted
SDM
2010
SIAM
149views Data Mining» more  SDM 2010»
15 years 6 months ago
Temporal Collaborative Filtering with Bayesian Probabilistic Tensor Factorization
Real-world relational data are seldom stationary, yet traditional collaborative filtering algorithms generally rely on this assumption. Motivated by our sales prediction problem, ...
Liang Xiong, Xi Chen, Tzu-Kuo Huang, Jeff Schneide...
181
Voted
MIDDLEWARE
2010
Springer
15 years 3 months ago
Kevlar: A Flexible Infrastructure for Wide-Area Collaborative Applications
Abstract. While Web Services ensure interoperability and extensibility for networked applications, they also complicate the deployment of highly collaborative systems, such as virt...
Qi Huang, Daniel A. Freedman, Ymir Vigfusson, Ken ...
DSRT
2006
IEEE
15 years 11 months ago
Design of Distributed Collaborative Application through Service Aggregation
The pace of technological change requires applications to constantly evolve. Service Oriented Architecture (SOA) promises to render this evolution more flexible. We present a cas...
Andrew Roczniak, Jamil Melhem, Pierre Lévy,...