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IPSN
2010
Springer
15 years 8 months ago
Consensus-based distributed linear support vector machines
This paper develops algorithms to train linear support vector machines (SVMs) when training data are distributed across different nodes and their communication to a centralized no...
Pedro A. Forero, Alfonso Cano, Georgios B. Giannak...
JMLR
2010
169views more  JMLR 2010»
14 years 8 months ago
Consensus-Based Distributed Support Vector Machines
This paper develops algorithms to train support vector machines when training data are distributed across different nodes, and their communication to a centralized processing unit...
Pedro A. Forero, Alfonso Cano, Georgios B. Giannak...
132
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TPDS
2008
175views more  TPDS 2008»
15 years 1 months ago
Centralized versus Distributed Schedulers for Bag-of-Tasks Applications
Multiple applications that execute concurrently on heterogeneous platforms compete for CPU and network resources. In this paper, we consider the problem of scheduling applications ...
Olivier Beaumont, Larry Carter, Jeanne Ferrante, A...
POPL
2007
ACM
16 years 2 months ago
Specialization of CML message-passing primitives
Concurrent ML (CML) is a statically-typed higher-order concurrent language that is embedded in Standard ML. Its most notable feature is its support for first-class synchronous ope...
John H. Reppy, Yingqi Xiao
P2P
2007
IEEE
161views Communications» more  P2P 2007»
15 years 8 months ago
The BitCod Client: A BitTorrent Clone using Network Coding
Network coding is an emerging field of research with sound and mature theory supporting it. Recent works shows that it has many benefits like improved fault tolerance, higher ...
Danny Bickson, Roy Borer