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GRID
2007
Springer
15 years 6 months ago
Pluggable grid services
— This paper introduces a new concept of pluggable grid service, that provides seamless access to computational grids, based on aspect-oriented techniques. Pluggable grid service...
João Luís Sobral
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
2003
IEEE
15 years 5 months ago
From Legion to Legion-G to OGSI.NET: Object-Based Computing for Grids
: The object abstraction has long proven to be an effective foundation upon which to structure application codes; however, its application to Grid Computing contains many challenge...
Marty Humphrey
GRID
2006
Springer
14 years 11 months ago
How are Real Grids Used? The Analysis of Four Grid Traces and Its Implications
The Grid computing vision promises to provide the needed platform for a new and more demanding range of applications. For this promise to become true, a number of hurdles, includin...
Alexandru Iosup, Catalin Dumitrescu, Dick H. J. Ep...
BICOB
2010
Springer
15 years 4 months ago
A Grid-Enabled Problem Solving Environment for QTL Analysis in R
We present a grid-enabled problem solving environment (PSE), for multidimensional QTL analysis. The concept of a computational grid has not been fully realized within this and oth...
Mahen Jayawardena, Carl Nettelblad, Salman Zubair ...