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ICML
2006
IEEE
16 years 7 months ago
Predictive linear-Gaussian models of controlled stochastic dynamical systems
We introduce the controlled predictive linearGaussian model (cPLG), a model that uses predictive state to model discrete-time dynamical systems with real-valued observations and v...
Matthew R. Rudary, Satinder P. Singh
CDC
2008
IEEE
138views Control Systems» more  CDC 2008»
16 years 1 months ago
Predictive compensation for communication outages in networked control systems
— A predictive outage compensator co-located with the actuator node in a networked control system can be used to counteract unpredictable losses of data in the feedback control l...
Erik Henriksson, Henrik Sandberg, Karl Henrik Joha...
CNSM
2010
15 years 4 months ago
PRESS: PRedictive Elastic ReSource Scaling for cloud systems
Cloud systems require elastic resource allocation to minimize resource provisioning costs while meeting service level objectives (SLOs). In this paper, we present a novel PRedictiv...
Zhenhuan Gong, Xiaohui Gu, John Wilkes
TWC
2010
15 years 1 months ago
Adaptive Modulation for MIMO Systems with Channel Prediction Errors
The performance of multiple-input multiple-output (MIMO) systems using spatial multiplexing is analyzed under channel prediction errors. We derive exact closed-form expressions for...
Unai Fernández-Plazaola, Eduardo Martos-Nay...
DAC
2008
ACM
16 years 7 months ago
Predictive runtime verification of multi-processor SoCs in SystemC
Concurrent interaction of multi-processor systems result in errors which are difficult to find. Traditional simulationbased verification techniques remove the concurrency informat...
Alper Sen, Vinit Ogale, Magdy S. Abadir