TY - GEN
T1 - Feedback thermal control for real-time systems
AU - Fu, Yong
AU - Kottenstette, Nicholas
AU - Chen, Yingming
AU - Lu, Chenyang
AU - Koutsoukos, Xenofon D.
AU - Wang, Hongan
PY - 2010
Y1 - 2010
N2 - Thermal control is crucial to real-time systems as excessive processor temperature can cause system failure or unacceptable performance degradation due to hardware throttling. Real-time systems face significant challenges in thermal management as they must avoid processor overheating while still delivering desired real-time performance. Furthermore, many real-time systems must handle a broad range of uncertainties in system and environmental conditions. To address these challenges, this paper presents Thermal Control under Utilization Bound (TCUB), a novel thermal control algorithm specifically designed for real-time systems. TCUB employs a nested feedback loop that dynamically controls both processor temperature and CPU utilization through task rate adaptation. Rigorously modeled and designed based on control theory, TCUB can maintain both desired processor temperature and CPU utilization, thereby avoiding processor overheating and maintaining desired soft real-time performance. A salient feature of TCUB lies on its capability to handle a broad range of uncertainties in terms of processor power consumption, task execution times, ambient temperature, and unexpected thermal faults. The robustness of TCUB makes it particularly suitable for real-time embedded systems that must operate in highly unpredictable environments. The advantages of TCUB are demonstrated through extensive simulations under a broad range of system and environmental uncertainties.
AB - Thermal control is crucial to real-time systems as excessive processor temperature can cause system failure or unacceptable performance degradation due to hardware throttling. Real-time systems face significant challenges in thermal management as they must avoid processor overheating while still delivering desired real-time performance. Furthermore, many real-time systems must handle a broad range of uncertainties in system and environmental conditions. To address these challenges, this paper presents Thermal Control under Utilization Bound (TCUB), a novel thermal control algorithm specifically designed for real-time systems. TCUB employs a nested feedback loop that dynamically controls both processor temperature and CPU utilization through task rate adaptation. Rigorously modeled and designed based on control theory, TCUB can maintain both desired processor temperature and CPU utilization, thereby avoiding processor overheating and maintaining desired soft real-time performance. A salient feature of TCUB lies on its capability to handle a broad range of uncertainties in terms of processor power consumption, task execution times, ambient temperature, and unexpected thermal faults. The robustness of TCUB makes it particularly suitable for real-time embedded systems that must operate in highly unpredictable environments. The advantages of TCUB are demonstrated through extensive simulations under a broad range of system and environmental uncertainties.
KW - Anti-windup control
KW - Real-time systems
KW - Thermal control
KW - Utilization control
UR - https://www.scopus.com/pages/publications/77953840217
U2 - 10.1109/RTAS.2010.9
DO - 10.1109/RTAS.2010.9
M3 - Conference contribution
AN - SCOPUS:77953840217
SN - 9780769540016
T3 - Real-Time Technology and Applications - Proceedings
SP - 111
EP - 120
BT - Proceedings of the 16th IEEE Real-Time and Embedded Technology and Applications Symposium, RTAS 2010
T2 - 16th IEEE Real-Time and Embedded Technology and Applications Symposium, RTAS 2010
Y2 - 12 April 2010 through 15 April 2010
ER -