Effective and Efficient Scheduling of Certifiable Mixed-Criticality Sporadic Task Systems
An increasing trend in embedded system design is to integrate components with different levels of criticality into a shared hardware platform for better cost and power efficiency. Such mixed-criticality systems are subject to certifications at different levels of rigorousness, for validating the cor...
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creator | Nan Guan Ekberg, Pontus Stigge, Martin Wang Yi |
description | An increasing trend in embedded system design is to integrate components with different levels of criticality into a shared hardware platform for better cost and power efficiency. Such mixed-criticality systems are subject to certifications at different levels of rigorousness, for validating the correctness of different subsystems on various confidence levels. The real-time scheduling of certifiable mixed-criticality systems has been recognized to be a challenging problem, where using traditional scheduling techniques may result in unacceptable resource waste. In this paper we present an algorithm called PLRS to schedule certifiable mixed-criticality sporadic tasks systems. PLRS uses fixed-job-priority scheduling, and assigns job priorities by exploring and balancing the asymmetric effects between the workload on different criticality levels. Comparing with the state-of-the-art algorithm by Li and Baruah for such systems, which we refer to as LB, PLRS is both more effective and more efficient: (i) The schedulability test of PLRS not only theoretically dominates, but also on average significantly outperforms LB's. (ii) The run-time complexity of PLRS is polynomial (quadratic in the number of tasks), which is much more efficient than the pseudo-polynomial run-time complexity of LB. |
doi_str_mv | 10.1109/RTSS.2011.10 |
format | Conference Proceeding |
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source | IEEE Electronic Library (IEL) Conference Proceedings |
subjects | Complexity theory cyber-pysical system Indexes mixed-criticality Polynomials Processor scheduling Real time systems real-time scheduling Schedules sporadic task system Vectors |
title | Effective and Efficient Scheduling of Certifiable Mixed-Criticality Sporadic Task Systems |
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