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CDC
2009
IEEE
159views Control Systems» more  CDC 2009»
14 years 1 months ago
A distributed machine learning framework
Abstract— A distributed online learning framework for support vector machines (SVMs) is presented and analyzed. First, the generic binary classification problem is decomposed in...
Tansu Alpcan, Christian Bauckhage
CDC
2009
IEEE
172views Control Systems» more  CDC 2009»
14 years 1 months ago
A dynamic boundary guarding problem with translating targets
Abstract— We introduce a problem in which a service vehicle seeks to defend a deadline (boundary) from dynamically arriving mobile targets. The environment is a rectangle and the...
Stephen L. Smith, Shaunak Dattaprasad Bopardikar, ...
CEC
2009
IEEE
14 years 1 months ago
Parallel global optimisation meta-heuristics using an asynchronous island-model
Abstract— We propose an asynchronous island-model algorithm distribution framework and test the popular Differential Evolution algorithm performance when a few processors are ava...
Dario Izzo, Marek Rucinski, Christos Ampatzis
COLCOM
2009
IEEE
14 years 1 months ago
DiSK: A distributed shared disk cache for HPC environments
Abstract—Data movement within high performance environments can be a large bottleneck to the overall performance of programs. With the addition of continuous storage and usage of...
Brandon Szeliga, Tung Nguyen, Weisong Shi
SLE
2009
Springer
14 years 1 months ago
Closing the Gap between Modelling and Java
Abstract. Model-Driven Software Development is based on standardised models that are refined, transformed and eventually translated into executable code using code generators. How...
Florian Heidenreich, Jendrik Johannes, Mirko Seife...