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CAMAD
2009
IEEE
14 years 2 months ago
Performance Analysis of Available Bandwidth Estimation Tools for Grid Networks
—Modern large-scale grid computing for processing advanced science and engineering applications relies on geographically distributed clusters. In such highly distributed environm...
Daniel M. Batista, Luciano Chaves, Nelson L. S. da...
JMLR
2012
12 years 2 days ago
Random Search for Hyper-Parameter Optimization
Grid search and manual search are the most widely used strategies for hyper-parameter optimization. This paper shows empirically and theoretically that randomly chosen trials are ...
James Bergstra, Yoshua Bengio
CORR
2011
Springer
168views Education» more  CORR 2011»
13 years 1 months ago
Robustness and modular structure in networks
Many complex systems, from power grids and the internet, to the brain and society, can be modeled using modular networks. Modules, densely interconnected groups of elements, often...
James P. Bagrow, Sune Lehmann, Yong-Yeol Ahn
IEEECIT
2009
IEEE
13 years 7 months ago
Dynamic Adaptation of the Master-Worker Paradigm
Abstract--The size, heterogeneity and dynamism of the execution platforms of scientific applications, like computational grids, make using those platforms complex. Furthermore, tod...
Françoise André, Guillaume Gauvrit, ...
ISPD
2005
ACM
116views Hardware» more  ISPD 2005»
14 years 3 months ago
A fast algorithm for power grid design
This paper presents an efficient heuristic algorithm to design a power distribution network of a chip by employing a successive partitioning and grid refinement scheme. In an it...
Jaskirat Singh, Sachin S. Sapatnekar