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» Distributed Data Mining in Peer-to-Peer Networks
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SDM
2007
SIAM
152views Data Mining» more  SDM 2007»
13 years 9 months ago
HP2PC: Scalable Hierarchically-Distributed Peer-to-Peer Clustering
In distributed data mining models, adopting a flat node distribution model can affect scalability. To address the problem of modularity, flexibility and scalability, we propose...
Khaled M. Hammouda, Mohamed S. Kamel
PAKDD
2007
ACM
238views Data Mining» more  PAKDD 2007»
14 years 1 months ago
A Distributed and Cooperative Black Hole Node Detection and Elimination Mechanism for Ad Hoc Networks
A mobile node in ad hoc networks may move arbitrarily and acts as a router and a host simultaneously. Such a characteristic makes nodes in MANET vulnerable to potential attacks. Th...
Chang-Wu Yu, Tung-Kuang Wu, Rei-Heng Cheng, Shun C...
FGCS
2007
86views more  FGCS 2007»
13 years 7 months ago
A grid-based approach for enterprise-scale data mining
Abstract— We describe a grid-based approach for enterprisescale data mining that leverages database technology for I/O parallelism, and on-demand compute servers for compute para...
Ramesh Natarajan, Radu Sion, Thomas Phan
IPPS
2007
IEEE
14 years 1 months ago
A Performance Prediction Framework for Grid-Based Data Mining Applications
For a grid middleware to perform resource allocation, prediction models are needed, which can determine how long an application will take for completion on a particular platform o...
Leonid Glimcher, Gagan Agrawal
PAKDD
2010
ACM
128views Data Mining» more  PAKDD 2010»
14 years 7 days ago
Privacy-Preserving Network Aggregation
Abstract. Consider the scenario where information about a large network is distributed across several different parties or commercial entities. Intuitively, we would expect that th...
Troy Raeder, Marina Blanton, Nitesh V. Chawla, Kei...