Scheduling real-time mixed-criticality jobs

  • Sanjoy Baruah
  • , Vincenzo Bonifaci
  • , Gianlorenzo D'Angelo
  • , Haohan Li
  • , Alberto Marchetti-Spaccamela
  • , Nicole Megow
  • , Leen Stougie

Research output: Contribution to journalArticlepeer-review

140 Scopus citations

Abstract

Many safety-critical embedded systems are subject to certification requirements; some systems may be required to meet multiple sets of certification requirements, from different certification authorities. Certification requirements in such "mixed-criticality" systems give rise to interesting scheduling problems, that cannot be satisfactorily addressed using techniques from conventional scheduling theory. In this paper, we study a formal model for representing such mixed-criticality workloads. We demonstrate first the intractability of determining whether a system specified in this model can be scheduled to meet all its certification requirements, even for systems subject to merely two sets of certification requirements. Then we quantify, via the metric of processor speedup factor, the effectiveness of two techniques, reservation-based scheduling and priority-based scheduling, that are widely used in scheduling such mixed-criticality systems, showing that the latter of the two is superior to the former. We also show that the speedup factors we obtain are tight for these two techniques.

Original languageEnglish
Article number5963646
Pages (from-to)1140-1152
Number of pages13
JournalIEEE Transactions on Computers
Volume61
Issue number8
DOIs
StatePublished - 2012

Keywords

  • Preemptive scheduling
  • certification.
  • mixed criticality
  • safety-critical systems

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