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FCCM
1999
IEEE
143views VLSI» more  FCCM 1999»
15 years 8 months ago
Implementation and Evaluation of a Prototype Reconfigurable Router
The evolution of computer networking technology will likely require hardware that is flexible enough to adapt to changing standards while maintaining the highest possible performa...
Jason R. Hess, David C. Lee, Scott J. Harper, Mark...
HPDC
2012
IEEE
13 years 6 months ago
vSlicer: latency-aware virtual machine scheduling via differentiated-frequency CPU slicing
Recent advances in virtualization technologies have made it feasible to host multiple virtual machines (VMs) in the same physical host and even the same CPU core, with fair share ...
Cong Xu, Sahan Gamage, Pawan N. Rao, Ardalan Kanga...
OOPSLA
2007
Springer
15 years 10 months ago
Statistically rigorous java performance evaluation
Java performance is far from being trivial to benchmark because it is affected by various factors such as the Java application, its input, the virtual machine, the garbage collect...
Andy Georges, Dries Buytaert, Lieven Eeckhout
JMLR
2010
118views more  JMLR 2010»
14 years 11 months ago
On Over-fitting in Model Selection and Subsequent Selection Bias in Performance Evaluation
Model selection strategies for machine learning algorithms typically involve the numerical optimisation of an appropriate model selection criterion, often based on an estimator of...
Gavin C. Cawley, Nicola L. C. Talbot
ICML
2000
IEEE
16 years 4 months ago
Eligibility Traces for Off-Policy Policy Evaluation
Eligibility traces have been shown to speed reinforcement learning, to make it more robust to hidden states, and to provide a link between Monte Carlo and temporal-difference meth...
Doina Precup, Richard S. Sutton, Satinder P. Singh