Computer Science

Computer Science ›› 2023, Vol. 50 ›› Issue (6A): 220800215-5.doi: 10.11896/jsjkx.220800215

• Software & Interdiscipline • Previous Articles     Next Articles

Container-based Scheduling Architecture for Mixed-Criticality Systems

DENG Guanghong, ZHANG Qiheng   

  1. Wuhan Digital Engineering Institute,Wuhan 430205,China
  • Online:2023-06-10 Published:2023-06-12
  • About author:DENG Guanghong,born in 1981,Ph.D,professor.His main research interests include cloud computing,virtualization,AI and ship electronic information system. ZHANG Qiheng,born in 1998,postgra-duate.His main research interests include cloud computing and container technology.

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Abstract: The mixed-criticality systems composed of real-time containers and non-real-time containers have difficulties in ensuring the real time of scheduling and the allocation of cpu resources.In this paper,we present an architecture of scheduling RT containers and NRT containers for mixed-criticality systems,which is based on the hierachical scheduler to schedule the runqueues of the container control groups.By this means,our architecture ensures the real-time of RT containers by limiting system resources to NRT containers.We also add monitor and load balancer for workloads to ensure equitable allocation of CPU resources occupied by NRT containers.Experimental results show that the proposed architecture can improve the degradation of real-time in RT containers when RT containers coexist with NRT containers in mixed-criticality systems.

Key words: Mixed-criticality system, Real-time container, CPU scheduling, Docker, Linux

CLC Number: 

  • TP393
[1]HOFER F,SEHR M A,IANNOPOLLO A,et al.Industrial control via application containers:Migrating from bare-metal to IAAS[J].arXiv:1908.04465,2019.
[2]CINQUE M,DELLA CORTE R,ELISO A,et al.Rt-cases:Container-based virtualization for temporally separated mixed-criticality task sets[C]//31st Euromicro Conference on Real-Time Systems(ECRTS 2019).Schloss Dagstuhl-Leibniz-Zentrum fuer Informatik,2019.
[3]LI X C.Overview of SylixOS Safty Container[J].Microcontrollers & Embedded Systems,2021,21(6):4.
[4]STRUHÁR V,BEHNAM M,ASHJAEI M,et al.Real-timecontainers:A survey[C]//2nd Workshop on Fog Computing and the IoT(Fog-IoT 2020).Schloss Dagstuhl-Leibniz-Zentrum für Informatik,2020.
[5]BURNS A,DAVIS R I.A survey of research into mixed critica-lity systems[J].ACM Computing Surveys(CSUR),2017,50(6):1-37.
[6]CINQUE M,DE TOMMASI G.Work-in-Progress:Real-Time Containers for Large-Scale Mixed-Criticality Systems[C]//2017 IEEE Real-Time Systems Symposium(RTSS).IEEE,2017:369-371.
[7]BARLETTA M,CINQUE M,DE SIMONE L,et al.Achieving isolation in mixed-criticality industrial edge systems with real-time containers[C]//34th Euromicro Conference on Real-Time Systems(ECRTS 2022).Schloss Dagstuhl-Leibniz-Zentrum für Informatik,2022.
[8]LELLI J,SCORDINO C,ABENI L,et al.Deadline scheduling in the Linux kernel[J].Software:Practice and Experience,2016,46(6):821-839.
[9]ABENI L,BUTTAZZO G.Integrating multimedia applications in hard real-time systems[C]//Proceedings 19th IEEE Real-Time Systems Symposium(Cat.No.98CB36279).IEEE,1998:4-13.
[10]GERUM P.Xenomai-Implementing a RTOS emulationframe-work on GNU/Linux[J/OL].http://xenomai.org/documentaion/xenomai-2.0/pdf/xenomai.pdf.
[11]ABENI L,BALSINI A,CUCINOTTA T.Container-based real-time scheduling in the linux kernel[J].ACM SIGBED Review,2019,16(3):33-38.
[12]WONG C S,TAN I,KUMARI R D,et al.Towards achieving fairness in the Linux scheduler[J].ACM SIGOPS Operating Systems Review,2008,42(5):34-43.
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