Title :
Thermal-aware system-level modeling and management for Multi-Processor Systems-on-Chip
Author :
Zanini, Francesco ; Atienza, David ; Benini, Luca ; De Micheli, Giovanni
Author_Institution :
Lab. of Integrated Syst. (LSI), EPFL, Lausanne, Switzerland
Abstract :
Multi-Processor Systems-on-Chip (MPSoCs) are penetrating the electronics market as a powerful, yet commercially viable, solution to answer the strong and steadily growing demand for scalable and high performance systems, at limited design complexity. However, it is critical to develop dedicated system-level design methodologies for multi-core architectures that seamlessly address their thermal modeling, analysis and management. In this work, we first formulate the problem of system-level thermal modeling and link it to produce a global thermal management formulation as a discrete-time optimal control problem, which can be solved using finite-horizon model-predictive control (MPC) techniques, while adapting to the actual time-varying unbalanced MPSoC workload requirements. Finally, we compare the system-level MPC-based thermal modeling and management approaches on an industrial 8-core MPSoC design and show their different trade-offs regarding performance while respecting operating temperature bounds.
Keywords :
discrete time systems; microprocessor chips; multiprocessing systems; optimal control; MPC; MPSoC; discrete time optimal control problem; electronic market; model predictive control; multicore architectures; multiprocessor systems-on-chip; thermal aware system level management; thermal aware system level modeling; thermal management formulation; Adaptation model; Equations; Frequency control; Mathematical model; Multicore processing; Predictive models; Thermal management;
Conference_Titel :
Circuits and Systems (ISCAS), 2011 IEEE International Symposium on
Conference_Location :
Rio de Janeiro
Print_ISBN :
978-1-4244-9473-6
Electronic_ISBN :
0271-4302
DOI :
10.1109/ISCAS.2011.5938107