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ICNC
2005
Springer
15 years 9 months ago
A Game-Theoretic Approach to Competitive Learning in Self-Organizing Maps
Abstract. Self-Organizing Maps (SOM) is a powerful tool for clustering and discovering patterns in data. Competitive learning in the SOM training process focusses on finding a neu...
Joseph P. Herbert, Jingtao Yao
138
Voted
PVM
2005
Springer
15 years 9 months ago
A Peer-to-Peer Framework for Robust Execution of Message Passing Parallel Programs on Grids
Abstract. This paper presents P2P-MPI, a middleware aimed at computational grids. From the programmer point of view, P2P-MPI provides a message-passing programming model which enab...
Stéphane Genaud, Choopan Rattanapoka
135
Voted
AUSAI
2005
Springer
15 years 9 months ago
Neighborhood Re-structuring in Particle Swarm Optimization
This paper considers the use of randomly generated directed graphs as neighborhoods for particle swarm optimizers (PSO) using fully informed particles (FIPS), together with dynamic...
Arvind S. Mohais, Rui Mendes, Christopher Ward, Ch...
ICCS
2004
Springer
15 years 9 months ago
A Tool Suite for Simulation Based Analysis of Memory Access Behavior
In this paper, two tools are presented: an execution driven cache simulator which relates event metrics to a dynamically built-up call-graph, and a graphical front end able to visu...
Josef Weidendorfer, Markus Kowarschik, Carsten Tri...
141
Voted
OOPSLA
2004
Springer
15 years 8 months ago
A framework for detecting, assessing and visualizing performance antipatterns in component based systems
Component-based enterprise systems often suffer from performance issues as a result of poor system design. In this paper, we propose a framework to automatically detect, assess an...
Trevor Parsons