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» Distributed data mining in grid computing environments
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SKG
2005
IEEE
16 years 5 days ago
Information Services for Dynamically Assembled Semantic Grids
The information management requirements in systems based on Web Service Architecture principles include both the management of large amounts of relatively static services and assoc...
Mehmet S. Aktas, Geoffrey Fox, Marlon E. Pierce
EAGC
2004
Springer
15 years 10 months ago
Support for User-Defined Metrics in the Online Performance Analysis Tool G-PM
This paper presents the support for user-defined metrics in the G-PM performance analysis tool. G-PM addresses the demand for aggressive optimisation of Grid applications by using ...
Roland Wismüller, Marian Bubak, Wlodzimierz F...
IPPS
2003
IEEE
15 years 12 months ago
New Dynamic Heuristics in the Client-Agent-Server Model
MCT is a widely used heuristic for scheduling tasks onto grid platforms. However, when dealing with many tasks, MCT tends to dramatically delay already mapped task completion time...
Yves Caniou, Emmanuel Jeannot
SDM
2009
SIAM
144views Data Mining» more  SDM 2009»
16 years 3 months ago
CORE: Nonparametric Clustering of Large Numeric Databases.
Current clustering techniques are able to identify arbitrarily shaped clusters in the presence of noise, but depend on carefully chosen model parameters. The choice of model param...
Andrej Taliun, Arturas Mazeika, Michael H. Bö...
KDD
1995
ACM
148views Data Mining» more  KDD 1995»
15 years 10 months ago
Learning Arbiter and Combiner Trees from Partitioned Data for Scaling Machine Learning
Knowledge discovery in databases has become an increasingly important research topic with the advent of wide area network computing. One of the crucial problems we study in this p...
Philip K. Chan, Salvatore J. Stolfo