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» Distributed and Parallel Data Mining on the Grid
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PPAM
2005
Springer
14 years 2 months ago
Algorithms for Automatic Data Replication in Grid Environment
Abstract. Replication methods can be used for shortening the data access time in Grid environment with heterogeneous storage resources. In this paper we describe the algorithms for...
Renata Slota, Lukasz Skital, Darin Nikolow, Jacek ...
IPPS
2009
IEEE
14 years 3 months ago
Multi-dimensional characterization of temporal data mining on graphics processors
Through the algorthmic design patterns of data parallelism and task parallelism, the graphics processing unit (GPU) offers the potential to vastly accelerate discovery and innovat...
Jeremy S. Archuleta, Yong Cao, Thomas Scogland, Wu...
DMIN
2009
180views Data Mining» more  DMIN 2009»
13 years 6 months ago
APHID: A Practical Architecture for High-Performance, Privacy-Preserving Data Mining
While the emerging field of privacy preserving data mining (PPDM) will enable many new data mining applications, it suffers from several practical difficulties. PPDM algorithms are...
Jimmy Secretan, Anna Koufakou, Michael Georgiopoul...
EAGC
2004
Springer
14 years 2 months ago
Using Global Snapshots to Access Data Streams on the Grid
Data streams are a prevalent and growing source of timely data. As streams become more prevalent, richer interrogation of the contents of the streams are required. Value of the con...
Beth Plale
SAG
2004
Springer
14 years 2 months ago
A Generic Architecture for Sensor Data Integration with the Grid
This paper describes the design and implementation of a model of how to integrate sensors and devices into a GRID infrastructure. We describe its proxy-based approach, the port-ty...
Jan Humble, Chris Greenhalgh, Alastair Hampshire, ...