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» Randomized consensus algorithms over large scale networks
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SDM
2008
SIAM
177views Data Mining» more  SDM 2008»
13 years 10 months ago
Practical Private Computation and Zero-Knowledge Tools for Privacy-Preserving Distributed Data Mining
In this paper we explore private computation built on vector addition and its applications in privacypreserving data mining. Vector addition is a surprisingly general tool for imp...
Yitao Duan, John F. Canny
ICDCN
2011
Springer
13 years 17 hour ago
Load Balanced Scalable Byzantine Agreement through Quorum Building, with Full Information
We address the problem of designing distributed algorithms for large scale networks that are robust to Byzantine faults. We consider a message passing, full information model: the ...
Valerie King, Steven Lonargan, Jared Saia, Amitabh...
ICDM
2003
IEEE
141views Data Mining» more  ICDM 2003»
14 years 1 months ago
Association Rule Mining in Peer-to-Peer Systems
We extend the problem of association rule mining – a key data mining problem – to systems in which the database is partitioned among a very large number of computers that are ...
Ran Wolff, Assaf Schuster
WWW
2011
ACM
13 years 3 months ago
Network bucket testing
Bucket testing, also known as A/B testing, is a practice that is widely used by on-line sites with large audiences: in a simple version of the methodology, one evaluates a new fea...
Lars Backstrom, Jon M. Kleinberg
NSDI
2008
13 years 11 months ago
UsenetDHT: A Low-Overhead Design for Usenet
Usenet is a popular distributed messaging and file sharing service: servers in Usenet flood articles over an overlay network to fully replicate articles across all servers. Howeve...
Emil Sit, Robert Morris, M. Frans Kaashoek