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GRID
2007
Springer
14 years 4 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
12 years 8 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
IPPS
2003
IEEE
14 years 3 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
13 years 9 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
14 years 2 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 ...