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» Distributed data mining in grid computing environments
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PROCEDIA
2010
140views more  PROCEDIA 2010»
15 years 1 months ago
Theoretical enzyme design using the Kepler scientific workflows on the Grid
One of the greatest challenges in computational chemistry is the design of enzymes to catalyze non-natural chemical reactions. We focus on harnessing the distributed parallel comp...
Jianwu Wang, Prakashan Korambath, Seonah Kim, Scot...
VLDB
2001
ACM
139views Database» more  VLDB 2001»
15 years 11 months ago
NetCube: A Scalable Tool for Fast Data Mining and Compression
We propose an novel method of computing and storing DataCubes. Our idea is to use Bayesian Networks, which can generate approximate counts for any query combination of attribute v...
Dimitris Margaritis, Christos Faloutsos, Sebastian...
GCC
2003
Springer
15 years 11 months ago
Secure Grid-Based Mobile Agent Platform by Instance-Oriented Delegation
An instance-oriented security mechanism is proposed to deal with security threats in building a general-purpose mobile agent middleware in Grid environment. The proposed solution i...
Tianchi Ma, Shanping Li
SAC
2006
ACM
16 years 14 days ago
Privacy-preserving SVM using nonlinear kernels on horizontally partitioned data
Traditional Data Mining and Knowledge Discovery algorithms assume free access to data, either at a centralized location or in federated form. Increasingly, privacy and security co...
Hwanjo Yu, Xiaoqian Jiang, Jaideep Vaidya
HPDC
1997
IEEE
15 years 10 months ago
A Directory Service for Configuring High-Performance Distributed Computations
High-performance execution in distributed computing environments often requires careful selection and configuration not only of computers, networks, and other resources but also o...
Steven Fitzgerald, Ian T. Foster, Carl Kesselman, ...