Weakly Hard Schedulability Analysis for Fixed Priority Scheduling of Periodic Real-Time Tasks

Author:

Sun Youcheng1,Natale Marco Di2

Affiliation:

1. University of Oxford, UK

2. Scuola Superiore Sant’Anna, Pisa, Italy

Abstract

The hard deadline model is very popular in real-time research, but is representative or applicable to a small number of systems. Many applications, including control systems, are capable of tolerating occasional deadline misses, but are seriously compromised by a repeating pattern of late terminations. The weakly hard real-time model tries to capture these requirements by analyzing the conditions that guarantee that a maximum number of deadlines can be possibly missed in any set of consecutive activations. We provide a new weakly hard schedulability analysis method that applies to constrained-deadline periodic real-time systems scheduled with fixed priority and without knowledge of the task activation offsets. The analysis is based on a Mixed Integer Linear Programming (MILP) problem formulation; it is very general and can be adapted to include the consideration of resource sharing and activation jitter. A set of experiments conducted on an automotive engine control application and randomly generated tasksets show the applicability and accuracy of the proposed technique.

Funder

European Union's Horizon 2020 research and innovation programme

Publisher

Association for Computing Machinery (ACM)

Subject

Hardware and Architecture,Software

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1. Energy-Constrained Scheduling for Weakly Hard Real-Time Systems Using Standby-Sparing;ACM Transactions on Design Automation of Electronic Systems;2023-11-14

2. Stochastic Analysis of Control Systems Subject to Communication and Computation Faults;ACM Transactions on Embedded Computing Systems;2023-09-09

3. System Verification and Runtime Monitoring with Multiple Weakly-Hard Constraints;ACM Transactions on Cyber-Physical Systems;2023-07-13

4. Weakly Hard Real-Time Model for Control Systems: A Survey;Sensors;2023-05-11

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