Traffic-type assignment for TSN-based mixed-criticality cyber-physical systems

V Gavriluţ, P Pop - ACM Transactions on Cyber-Physical Systems, 2020 - dl.acm.org
This article focuses on mixed-criticality applications with functions that have different timing
requirements, ie, hard real-time (HRT), soft real-time (SRT), and functions that are not time …

Synthesis of queue and priority assignment for asynchronous traffic shaping in switched ethernet

J Specht, S Samii - 2017 IEEE Real-Time Systems Symposium …, 2017 - ieeexplore.ieee.org
Real-time switched Ethernet communication is of increasing importance in many cyber-
physical and embedded systems application areas such as automotive electronics, avionics …

A hybrid machine learning and schedulability analysis method for the verification of TSN networks

TL Mai, N Navet, J Migge - 2019 15th IEEE International …, 2019 - ieeexplore.ieee.org
Machine learning (ML), and supervised learning in particular, can be used to learn what
makes it hard for a network to be feasible and try to predict whether a network configuration …

On the use of supervised machine learning for assessing schedulability: application to Ethernet TSN

TL Mai, N Navet, J Migge - … of the 27th International Conference on Real …, 2019 - dl.acm.org
In this work, we ask if Machine Learning (ML) can provide a viable alternative to
conventional schedulability analysis to determine whether a real-time Ethernet network …

Using machine learning to speed up the design space exploration of Ethernet TSN networks

N Navet, TL Mai, J Migge - 2019 - orbilu.uni.lu
In this work, we ask if Machine Learning (ML) can provide a viable alternative to
conventional schedulability analysis to determine whether a real-time Ethernet network …

Deep learning to predict the feasibility of priority-based Ethernet network configurations

TL Mai, N Navet - ACM Transactions on Cyber-Physical Systems (TCPS), 2021 - dl.acm.org
Machine learning has been recently applied in real-time systems to predict whether Ethernet
network configurations are feasible in terms of meeting deadline constraints without …

Calculating accurate end-to-end delay bounds-you better know your cross-traffic

S Bondorf, J Schmitt - EAI Endorsed Transactions on Future Internet, 2016 - eudl.eu
Bounds on the end-to-end delay of data flows play a crucial role in different areas, ranging
from certification of hard real-time communication capabilities to quality of experience …

Reliability enhancement of redundancy management in AFDX networks

M Li, G Zhu, Y Savaria, M Lauer - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
Avionics Full Duplex Switched Ethernet is a safety critical network in which a redundancy
management mechanism is employed to enhance the reliability of the network. However, as …

Wctt analysis of avionics switched ethernet network with wrr scheduling

A Soni, X Li, JL Scharbarg, C Fraboul - Proceedings of the 26th …, 2018 - dl.acm.org
Nowadays, a real-time embedded system often has to cope with flows with different criticality
levels. Such a situation is forecasted for next generation avionics networks, in order to better …

[HTML][HTML] Time-triggered scheduling of mixed-critical flows at end-system in asynchronous AFDX avionic network

O Hotescu, K Jaffrès-Runser, JL Scharbarg - Computer Networks, 2024 - Elsevier
Abstract Avionics Full-DupleX (AFDX) is a switched Ethernet-based network used in modern
commercial airplanes for the transmission of command and control avionics flows. These …