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GRID
2007
Springer
15 years 5 months ago
Load prediction using hybrid model for computational grid
—Due to the dynamic nature of grid environments, schedule algorithms always need assistance of a long-time-ahead load prediction to make decisions on how to use grid resources ef...
Yongwei Wu, Yulai Yuan, Guangwen Yang, Weimin Zhen...
SC
2003
ACM
15 years 4 months ago
GridSAT: A Chaff-based Distributed SAT Solver for the Grid
We present GridSAT, a parallel and complete satisfiability solver designed to solve non-trivial SAT problem instances using a large number of widely distributed and heterogeneous...
Wahid Chrabakh, Richard Wolski
JMLR
2012
13 years 2 months 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
IPPS
1998
IEEE
15 years 3 months ago
Experiments with Program Parallelization Using Archetypes and Stepwise Refinement
Parallel programming continues to be difficult and error-prone, whether starting from specifications or from an existing sequential program. This paper presents (1) a methodology f...
Berna L. Massingill
CBMS
2009
IEEE
15 years 3 months ago
Medical image processing workflow support on the EGEE grid with taverna
Resource-intensive and complex medical imaging applications can benefit from the use of scientific workflow technology for their design, rapid implementation and reuse, but at the...
Ketan Maheshwari, Carole A. Goble, Paolo Missier, ...