Multicore Thermal Management with Model Predictive Control
The goal of thermal management is to meet maximum operating temperature constraints, while at the same time tracking time-varying performance requirements. Current approaches avoid thermal violations by forcing abrupt operating points changes (e.g. processor shutdown), which cause sharp performance degradation. In this paper, the authors aim at achieving a smooth thermal control action that minimizes the variance of performance tracking error. They formulate this problem as a discrete-time optimal control problem, which can be solved using the theory and computational tools developed in the field of model-predictive control.
Provided by: Institute of Electrical & Electronic Engineers Topic: Hardware Date Added: Jul 2009 Format: PDF