Leveraging Weakly-hard Constraints for Improving System Fault Tolerance with Functional and Timing Guarantees

Hengyi Liang, Zhilu Wang, Ruochen Jiao, Qi Zhu

Research output: Contribution to journalConference articlepeer-review

1 Scopus citations

Abstract

Many safety-critical real-time systems operate under harsh environment and are subject to soft errors caused by transient or intermittent faults. It is critical and yet often very challenging to apply fault tolerance techniques in these systems, due to resource limitations and stringent constraints on timing and functionality. In this work, we leverage the concept of weakly-hard constraints, which allows task deadline misses in a bounded manner, to improve system's capability to accommodate fault tolerance techniques while ensuring timing and functional correctness. In particular, we a) quantitatively measure control cost under different deadline hit/miss scenarios and identify weak-hard constraints that guarantee control stability; b) employ typical worst-case analysis (TWCA) to bound the number of deadline misses and approximate system control cost; c) develop an event-based simulation method to check the task execution pattern and evaluate system control cost for any given solution; and d) develop a meta-heuristic algorithm that consists of heuristic methods and a simulated annealing procedure to explore the design space. Our experiments on an industrial case study and synthetic examples demonstrate the effectiveness of our approach.

Original languageEnglish (US)
Article number9256634
JournalIEEE/ACM International Conference on Computer-Aided Design, Digest of Technical Papers, ICCAD
Volume2020-November
DOIs
StatePublished - Nov 2 2020
Event39th IEEE/ACM International Conference on Computer-Aided Design, ICCAD 2020 - Virtual, San Diego, United States
Duration: Nov 2 2020Nov 5 2020

Keywords

  • EED
  • EOC
  • Fault tolerance
  • timing guarantees
  • weakly-hard

ASJC Scopus subject areas

  • Software
  • Computer Science Applications
  • Computer Graphics and Computer-Aided Design

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