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EMNLP
2010
13 years 5 months ago
Storing the Web in Memory: Space Efficient Language Models with Constant Time Retrieval
We present three novel methods of compactly storing very large n-gram language models. These methods use substantially less space than all known approaches and allow n-gram probab...
David Guthrie, Mark Hepple
PKDD
2009
Springer
155views Data Mining» more  PKDD 2009»
14 years 2 months ago
Dynamic Factor Graphs for Time Series Modeling
Abstract. This article presents a method for training Dynamic Factor Graphs (DFG) with continuous latent state variables. A DFG includes factors modeling joint probabilities betwee...
Piotr W. Mirowski, Yann LeCun
RTCSA
2008
IEEE
14 years 1 months ago
Power-Aware Data Buffer Cache Management in Real-Time Embedded Databases
The demand for real-time data services in embedded systems is increasing. In these new computing platforms, using traditional buffer management schemes, whose goal is to minimize ...
Woochul Kang, Sang Hyuk Son, John A. Stankovic
GLOBECOM
2006
IEEE
14 years 1 months ago
Resource Optimization Subject to a Percentile Response Time SLA for Enterprise Computing
— We consider a set of computer resources used by a service provider to host enterprise applications subject to service level agreements. We present an approach for resource opti...
Kaiqi Xiong, Harry G. Perros
CDC
2008
IEEE
150views Control Systems» more  CDC 2008»
14 years 2 months ago
Optimal dynamic sleep time control in Wireless Sensor Networks
— We present a dynamic optimization approach to save energy in Wireless Sensor Networks (WSN) at the link level. One of the main sources of energy waste in a WSN is idle listenin...
Xu Ning, Christos G. Cassandras