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Utilization-Based Scheduling of Flexible Mixed-Criticality Real-Time Tasks

Chen, Gang (author)
Northeastern Univ, Sch Comp Sci & Engn, Shenyang 110004, Liaoning, Peoples R China.;Hong Kong Polytech Univ, Dept Comp, Hong Kong, Hong Kong, Peoples R China.
Guan, Nan (author)
Hong Kong Polytech Univ, Dept Comp, Hong Kong, Hong Kong, Peoples R China.
Liu, Di (author)
Yunnan Univ, Natl Pilot Sch Software, Kunming 650221, Yunnan, Peoples R China.
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He, Qingqiang (author)
Hong Kong Polytech Univ, Dept Comp, Hong Kong, Hong Kong, Peoples R China.
Huang, Kai (author)
Sun Yet Sen Univ, Minist Educ, Key Lab Machine Intelligence & Adv Comp, Guangzhou 510275, Guangdong, Peoples R China.
Stefanov, Todor (author)
Leiden Univ, Leiden Inst Adv Comp Sci, NL-2311 EZ Leiden, Netherlands.
Wang, Yi (author)
Uppsala universitet,Datorteknik,Northeastern Univ, Sch Comp Sci & Engn, Shenyang 110004, Liaoning, Peoples R China
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Northeastern Univ, Sch Comp Sci & Engn, Shenyang 110004, Liaoning, Peoples R China;Hong Kong Polytech Univ, Dept Comp, Hong Kong, Hong Kong, Peoples R China. Hong Kong Polytech Univ, Dept Comp, Hong Kong, Hong Kong, Peoples R China. (creator_code:org_t)
IEEE COMPUTER SOC, 2018
2018
English.
In: IEEE Transactions on Computers. - : IEEE COMPUTER SOC. - 0018-9340 .- 1557-9956. ; 67:4, s. 543-558
  • Journal article (peer-reviewed)
Abstract Subject headings
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  • Mixed-criticality models are an emerging paradigm for the design of real-time systems because of their significantly improved resource efficiency. However, formal mixed-criticality models have traditionally been characterized by two impractical assumptions: once any high-criticality task overruns, all low-criticality tasks are suspended and all other high-criticality tasks are assumed to exhibit high-criticality behaviors at the same time. In this paper, we propose a more realistic mixed-criticality model, called the flexible mixed-criticality (FMC) model, in which these two issues are addressed in a combined manner. In this new model, only the overrun task itself is assumed to exhibit high-criticality behavior, while other high-criticality tasks remain in the same mode as before. The guaranteed service levels of low-criticality tasks are gracefully degraded with the overruns of high-criticality tasks. We derive a utilization-based technique to analyze the schedulability of this new mixed-criticality model under EDF-VD scheduling. During run time, the proposed test condition serves an important criterion for dynamic service level tuning, by means of which the maximum available execution budget for low-criticality tasks can be directly determined with minimal overhead while guaranteeing mixed-criticality schedulability. Experiments demonstrate the effectiveness of the FMC scheme compared with state-of-the-art techniques.

Subject headings

NATURVETENSKAP  -- Data- och informationsvetenskap -- Datavetenskap (hsv//swe)
NATURAL SCIENCES  -- Computer and Information Sciences -- Computer Sciences (hsv//eng)

Keyword

EDF-VD scheduling
flexible mixed-criticality system
utilization-based analysis

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ref (subject category)
art (subject category)

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