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ICANN
2009
Springer
15 years 9 months ago
An EM Based Training Algorithm for Recurrent Neural Networks
Recurrent neural networks serve as black-box models for nonlinear dynamical systems identification and time series prediction. Training of recurrent networks typically minimizes t...
Jan Unkelbach, Yi Sun, Jürgen Schmidhuber
SIGCOMM
2009
ACM
15 years 11 months ago
Resonance: dynamic access control for enterprise networks
Enterprise network security is typically reactive, and it relies heavily on host security and middleboxes. This approach creates complicated interactions between protocols and sys...
Ankur Kumar Nayak, Alex Reimers, Nick Feamster, Ru...
SIGMETRICS
2006
ACM
102views Hardware» more  SIGMETRICS 2006»
15 years 10 months ago
NetQuest: a flexible framework for large-scale network measurement
Abstract—In this paper, we present NetQuest, a flexible framework for large-scale network measurement. We apply Bayesian experimental design to select active measurements that m...
Han Hee Song, Lili Qiu, Yin Zhang
AIMS
2008
Springer
15 years 11 months ago
Dynamic Consistency Analysis for Convergent Operators
It has been shown that sets of convergent operators with a shared fixed point can simulate autonomic control mechanisms, but many questions remain about this management technique....
Alva L. Couch, Marc Chiarini
MASCOTS
2010
15 years 6 months ago
RRDtrace: Long-term Raw Network Traffic Recording using Fixed-size Storage
Recording raw network traffic for long-term periods can be extremely beneficial for a multitude of monitoring and security applications. However, storing all traffic of high volume...
Antonis Papadogiannakis, Michalis Polychronakis, E...