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CGO
2010
IEEE
13 years 11 months ago
Taming hardware event samples for FDO compilation
Feedback-directed optimization (FDO) is effective in improving application runtime performance, but has not been widely adopted due to the tedious dual-compilation model, the dif...
Dehao Chen, Neil Vachharajani, Robert Hundt, Shih-...
QUESTA
2007
103views more  QUESTA 2007»
13 years 5 months ago
Large deviations and importance sampling for a tandem network with slow-down
We consider a variant of the two node tandem Jackson network where the upstream server reduces its service rate when the downstream queue exceeds some prespecified threshold. The...
Paul Dupuis, Kevin Leder, Hui Wang
BMCBI
2005
122views more  BMCBI 2005»
13 years 6 months ago
Bayesian coestimation of phylogeny and sequence alignment
Background: Two central problems in computational biology are the determination of the alignment and phylogeny of a set of biological sequences. The traditional approach to this p...
Gerton Lunter, István Miklós, Alexei...
ARCS
2009
Springer
14 years 25 days ago
Evaluating Sampling Based Hotspot Detection
In sampling based hotspot detection, performance engineers sample the running program periodically and record the Instruction Pointer (IP) addresses at the sampling. Empirically, f...
Qiang Wu, Oskar Mencer
ICML
2007
IEEE
14 years 7 months ago
Sample compression bounds for decision trees
We propose a formulation of the Decision Tree learning algorithm in the Compression settings and derive tight generalization error bounds. In particular, we propose Sample Compres...
Mohak Shah