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ICDCS
2009
IEEE
14 years 6 months ago
FlashLite: A User-Level Library to Enhance Durability of SSD for P2P File Sharing
Peer-to-peer file sharing is popular, but it generates random write traffic to storage due to the nature of swarming. NAND flash memory based Solid-State Drive (SSD) technology...
Hyojun Kim, Umakishore Ramachandran
ISSTA
2006
ACM
14 years 2 months ago
An empirical study of the robustness of MacOS applications using random testing
We report on the fourth in a series of studies on the reliability of application programs in the face of random input. Over the previous 15 years, we have studied the reliability ...
Barton P. Miller, Gregory Cooksey, Fredrick Moore
JMLR
2012
11 years 11 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
IOR
2008
105views more  IOR 2008»
13 years 8 months ago
The Stochastic Knapsack Revisited: Switch-Over Policies and Dynamic Pricing
The stochastic knapsack has been used as a model in wide ranging applications from dynamic resource allocation to admission control in telecommunication. In recent years, a variat...
Grace Y. Lin, Yingdong Lu, David D. Yao
BMCBI
2008
101views more  BMCBI 2008»
13 years 9 months ago
Prediction of glycosylation sites using random forests
Background: Post translational modifications (PTMs) occur in the vast majority of proteins and are essential for function. Prediction of the sequence location of PTMs enhances the...
Stephen E. Hamby, Jonathan D. Hirst