Feedback thermal control for real-time systems

  • Yong Fu
  • , Nicholas Kottenstette
  • , Yingming Chen
  • , Chenyang Lu
  • , Xenofon D. Koutsoukos
  • , Hongan Wang

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

56 Scopus citations

Abstract

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.

Original languageEnglish
Title of host publicationProceedings of the 16th IEEE Real-Time and Embedded Technology and Applications Symposium, RTAS 2010
Pages111-120
Number of pages10
DOIs
StatePublished - 2010
Event16th IEEE Real-Time and Embedded Technology and Applications Symposium, RTAS 2010 - Stockholm, Sweden
Duration: Apr 12 2010Apr 15 2010

Publication series

NameReal-Time Technology and Applications - Proceedings
ISSN (Print)1080-1812

Conference

Conference16th IEEE Real-Time and Embedded Technology and Applications Symposium, RTAS 2010
Country/TerritorySweden
CityStockholm
Period04/12/1004/15/10

Keywords

  • Anti-windup control
  • Real-time systems
  • Thermal control
  • Utilization control

Fingerprint

Dive into the research topics of 'Feedback thermal control for real-time systems'. Together they form a unique fingerprint.

Cite this