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ICML
2006
IEEE
16 years 5 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»
15 years 11 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 2 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
14 years 11 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 5 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