research-article

Application-centric Network Management - Addressing Safety and Real-time in V2X Applications

Authors:

Dominik Stöhrmann,

Adam KostrzewaAuthors Info & Claims

ACM Transactions on Embedded Computing Systems, Volume 22, Issue 2

Article No.: 20, Pages 1 - 25

https://doi.org/10.1145/3528411

Published: 24 January 2023 Publication History

Abstract

The current roadmaps and surveys for future wireless networking typically focus on communication and networking technologies and use representative applications to derive future network requirements. Such a benchmarking approach, however, does not cover the application integration challenge that arises from the many distributed applications sharing a network infrastructure, each with their individual topology and data structure. The paper addresses V2X networks as an important example. Crucial end-to-end application constraints including real-time and safety encourage a closer look at application interference and systematic integration. This perspective paper proposes a two-layer resource management that divides the problem into an application integration and a network management task. Valet parking with high-resolution infrastructure camera support is elaborated as a use case that overarches vehicle network and wireless network management. Experiments demonstrate the benefits of complementing the current network-centric management by an application-centric integration.

References

[1]

2018. IEEE standard for local and metropolitan area network–bridges and bridged networks. IEEE Std. 802.1Q-2018 (Revision of IEEE Std. 802.1Q-2014) (2018), 1–1993.

[2]

3GPP. 2018. 3GPP TR 22.886-3rd Generation Partnership Project; Technical Specification Group Services and System Aspects; Study on Enhancement of 3GPP Support for 5G V2X Services (Release 16).

[3]

3GPP. 2021. 3GPP TR 21.916-3rd Generation Partnership Project; Technical Specification Group Services and System Aspects; Release 16 Description; Summary of Rel-16 Work Items (Release 16).

[4]

5G Automotive Association (5GAA). 2020. A visionary roadmap for advanced driving use cases, connectivity technologies, and radio spectrum needs. (September2020).

[5]

AECC Consortium. 2020. Driving Data to the Edge: The Challenge of Traffic Distribution. (July2020). https://aecc.org/resources/publicationsaccessed: 21.9.2021.

[6]

AECC Consortium. 2021. Connected Cars: On The Edge Of A Breakthrough. (May2021). https://aecc.org/resources/publicationsaccessed: 20.12.2021.

[7]

Onur Alparslan, Shin’ichi Arakawa, and Masayuki Murata. 2021. Next generation intra-vehicle backbone network architectures. In 2021 IEEE 22nd International Conference on High Performance Switching and Routing (HPSR’21). 1–7.

[8]

Amazon. 2018. Connected Vehicles and the Cloud Enabling the Future of the Mobility User Experience. (2018). https://d1.awsstatic.com/Industries/Automotive/V2/Navigant%20Research%20-%20Amazon%20White%20Paper%20Full%20-%204-24-2018.pdfaccessed: 21.9.2021.

[9]

Sanjoy K. Baruah, Louis E. Rosier, and R. R. Howell. 1990. Algorithms and complexity concerning the preemptive scheduling of periodic, real-time tasks on one processor. Real-Time Syst. 2, 4 (Oct.1990), 301–324.

Digital Library

[10]

Mostafa Zaman Chowdhury, Md. Shahjalal, Shakil Ahmed, and Yeong Min Jang. 2020. 6G wireless communication systems: Applications, requirements, technologies, challenges, and research directions. IEEE Open Journal of the Communications Society 1 (2020), 957–975.

[11]

Jakob Geyer, Yohannes Kassahun, Mentar Mahmudi, Xavier Ricou, Rupesh Durgesh, Andrew S. Chung, Lorenz Hauswald, Viet Hoang Pham, Maximilian Mühlegg, Sebastian Dorn, Tiffany Fernandez, Martin Jänicke, Sudesh Mirashi, Chiragkumar Savani, Martin Sturm, Oleksandr Vorobiov, Martin Oelker, Sebastian Garreis, and Peter Schuberth. 2020. A2D2: Audi autonomous driving dataset. CoRR abs/2004.06320 (2020). arXiv:2004.06320 https://arxiv.org/abs/2004.06320.

[12]

Marco Giordani, Michele Polese, Marco Mezzavilla, Sundeep Rangan, and Michele Zorzi. 2020. Toward 6G networks: Use cases and technologies. IEEE Communications Magazine 58, 3 (2020), 55–61.

[13]

GSMA. 2017. Cellular Vehicle-To-Everything. (2017). https://www.gsma.com/iot/wp-content/uploads/2017/12/C-2VX-Enabling-Intelligent-Transport_2.pdf. accessed: 21.9.2021.

[14]

Xinyu Huang, Peng Wang, Xinjing Cheng, Dingfu Zhou, Qichuan Geng, and Ruigang Yang. 2020. The apolloscape open dataset for autonomous driving and its application. IEEE Transactions on Pattern Analysis and Machine Intelligence 42, 10 (2020), 2702–2719.

Digital Library

[15]

Huawei. 2017. Connected Car on The Road to 5G. (June2017). https://www.huawei.com/en/technology-insights/industry-insights/outlook/mobile-broadband/xlabs/insights-whitepapers/huawei-whitepaper-connected-car-on-the-road-to-5g. accessed: 21.9.2021.

[16]

IEEE Standards Association. 2018. IEEE Standard for Local and Metropolitan Area Networks–Bridges and Bridged Networks – Amendment 31: Stream Reservation Protocol (SRP’18) Enhancements and Performance Improvements. Vol. 2018. 1–208 pages.

[17]

ISO21434. 2021. Road vehicles – Cybersecurity engineering.

[18]

ISO21448. 2019. Road vehicles – Safety of the intended functionality.

[19]

ISO26262. 2011. Road vehicles – Functional safety.

[20]

SAE J3216. 2020. Taxonomy and Definitions for Terms Related to Cooperative Driving Automation for On-Road Motor Vehicles J3216 202107.

[21]

Adam Kostrzewa and Rolf Ernst. 2020. Fast failover in ethernet-based automotive networks. In 2020 IEEE 23rd International Symposium on Real-Time Distributed Computing (ISORC’20). 134–139.

[22]

Adam Kostrzewa and Rolf Ernst. 2021. Achieving safety and performance with reconfiguration protocol for ethernet TSN in automotive systems. Journal of Systems Architecture 118 (2021), 102208.

[23]

Adam Kostrzewa, Selma Saidi, and Rolf Ernst. 2015. Dynamic control for mixed-critical networks-on-chip. In 2015 IEEE Real-Time Systems Symposium. 317–326.

Digital Library

[24]

Diego Kreutz, Fernando M. V. Ramos, Paulo Esteves Veríssimo, Christian Esteve Rothenberg, Siamak Azodolmolky, and Steve Uhlig. 2015. Software-defined networking: A comprehensive survey. Proc. IEEE 103, 1 (2015), 14–76.

[25]

Microsoft. 2017. Empowering automotive innovation. (January2017). https://download.microsoft.com/download/6/9/D/69D92EB1-F1EE-4893-ABE1-C005D7F9FF57/Microsoft_Connected_Vehicle_Platform_Whitepaper_EN_US.pdf. accessed: 21.9.2021.

[26]

Object Management Group (OMG). 2015. Data Distribution Service, Version 1.4. OMG Document Number formal/2015-04-10. (March2015).

[27]

Jonas Peeck, Mischa Möstl, Tasuku Ishigooka, and Rolf Ernst. 2021. A middleware protocol for time-critical wireless communication of large data samples. In 2021 IEEE Real-Time Systems Symposium (RTSS’21). 1–13.

[28]

Walid Saad, Mehdi Bennis, and Mingzhe Chen. 2020. A vision of 6G wireless systems: Applications, trends, technologies, and open research problems. IEEE Network 34, 3 (2020), 134–142.

[29]

Harsh Tataria, Mansoor Shafi, Andreas F. Molisch, Mischa Dohler, Henrik Sjöland, and Fredrik Tufvesson. 2021. 6G wireless systems: Vision, requirements, challenges, insights, and opportunities. Proc. IEEE 109, 7 (2021), 1166–1199.

[30]

Daniel Thiele and Rolf Ernst. 2016. Formal analysis based evaluation of software defined networking for time-sensitive ethernet. In 2016 Design, Automation Test in Europe Conference Exhibition (DATE’16). 31–36.

Digital Library

[31]

Verband der Automobilindustrie (VDA). 2019. Standardization Roadmap for Automated Driving. (March2019). https://en.vda.de/en/services/Publications/standardization-roadmap-for-automatic-driving.html. accessed: 21.9.2021.

[32]

Zhengquan Zhang, Yue Xiao, Zheng Ma, Ming Xiao, Zhiguo Ding, Xianfu Lei, George K. Karagiannidis, and Pingzhi Fan. 2019. 6G Wireless networks: Vision, requirements, architecture, and key technologies. IEEE Vehicular Technology Magazine 14, 3 (2019), 28–41.

Cited By

Bendrick ATappe DStöhrmann DErnst R(2024)Synchronized Lossfree Reconfiguration of Safety-Critical V2X Streaming ApplicationsIEEE Transactions on Vehicular Technology10.1109/TVT.2024.341511973:10(15636-15652)Online publication date: Oct-2024
https://doi.org/10.1109/TVT.2024.3415119
Bendrick ATappe DErnst R(2024)Ultra Reliable Hard Real-Time V2X Streaming with Shared Slack Budgeting2024 IEEE Intelligent Vehicles Symposium (IV)10.1109/IV55156.2024.10588823(2289-2296)Online publication date: 2-Jun-2024
https://doi.org/10.1109/IV55156.2024.10588823
Tappe DBendrick AErnst R(2024)Continuous multi-access communication for high-resolution low-latency V2X sensor streaming2024 IEEE Intelligent Vehicles Symposium (IV)10.1109/IV55156.2024.10588468(1814-1821)Online publication date: 2-Jun-2024
https://doi.org/10.1109/IV55156.2024.10588468
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Index Terms

Application-centric Network Management - Addressing Safety and Real-time in V2X Applications
1. Computer systems organization
2. Networks
  1. Network properties
    1. Network reliability
  2. Network types
    1. Wireless access networks

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Information & Contributors

Information

Published In

cover image ACM Transactions on Embedded Computing Systems

ACM Transactions on Embedded Computing Systems Volume 22, Issue 2

March 2023

560 pages

ISSN:1539-9087

EISSN:1558-3465

DOI:10.1145/3572826

Editor:
Tulika Mitra
National University of Singapore, Singapore

Issue’s Table of Contents

Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than the author(s) must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected].

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Association for Computing Machinery

New York, NY, United States

Journal Family

ACM Journals for the Design of Smart and Connected Systems

Publication History

Published: 24 January 2023

Online AM: 30 April 2022

Accepted: 23 March 2022

Revised: 22 March 2022

Received: 05 January 2022

Published in TECS Volume 22, Issue 2

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Deutsche Forschungsgemeinschaft (DFG, German Research Foundation)

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Cited By

Bendrick ATappe DStöhrmann DErnst R(2024)Synchronized Lossfree Reconfiguration of Safety-Critical V2X Streaming ApplicationsIEEE Transactions on Vehicular Technology10.1109/TVT.2024.341511973:10(15636-15652)Online publication date: Oct-2024
https://doi.org/10.1109/TVT.2024.3415119
Bendrick ATappe DErnst R(2024)Ultra Reliable Hard Real-Time V2X Streaming with Shared Slack Budgeting2024 IEEE Intelligent Vehicles Symposium (IV)10.1109/IV55156.2024.10588823(2289-2296)Online publication date: 2-Jun-2024
https://doi.org/10.1109/IV55156.2024.10588823
Tappe DBendrick AErnst R(2024)Continuous multi-access communication for high-resolution low-latency V2X sensor streaming2024 IEEE Intelligent Vehicles Symposium (IV)10.1109/IV55156.2024.10588468(1814-1821)Online publication date: 2-Jun-2024
https://doi.org/10.1109/IV55156.2024.10588468
Stöhrmann DErnst R(2024)Fast Vehicular TSN Network Reconfiguration with Application Aware Network Synchronization2024 IEEE 29th International Conference on Emerging Technologies and Factory Automation (ETFA)10.1109/ETFA61755.2024.10710949(01-08)Online publication date: 10-Sep-2024
https://doi.org/10.1109/ETFA61755.2024.10710949
Kim MOh IYim KSahlabadi MShukur Z(2024)Security of 6G-Enabled Vehicle-to-Everything Communication in Emerging Federated Learning and Blockchain TechnologiesIEEE Access10.1109/ACCESS.2023.334840912(33972-34001)Online publication date: 2024
https://doi.org/10.1109/ACCESS.2023.3348409
Ye SXu LXu ZWang F(2024)A deep reinforcement learning-based intelligent QoS optimization algorithm for efficient routing in vehicular networksAlexandria Engineering Journal10.1016/j.aej.2024.07.045107(317-331)Online publication date: Nov-2024
https://doi.org/10.1016/j.aej.2024.07.045
Sperling NBendrick AStöhrmann DErnst RDonyanavard BMaurer FLenke OSurhonne AHerkersdorf AAmer Wde Melo CChen PHoang QKarami RMaity BNikolian PRakka MSeo DYi SSeo MDutt NKurdahi F(2023)Information Processing Factory 2.0 - Self-awareness for Autonomous Collaborative Systems2023 Design, Automation & Test in Europe Conference & Exhibition (DATE)10.23919/DATE56975.2023.10137006(1-6)Online publication date: Apr-2023
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Peeck JMöstl MIshigooka TErnst R(2023)A Protocol for Reliable Real-Time Wireless Communication of Large Data SamplesIEEE Transactions on Vehicular Technology10.1109/TVT.2023.327530072:10(13146-13161)Online publication date: Oct-2023
https://doi.org/10.1109/TVT.2023.3275300
Bendrick AErnst R(2023)Hard Real-Time Streaming of Large Data Objects with Overlapping Backward Error CorrectionIECON 2023- 49th Annual Conference of the IEEE Industrial Electronics Society10.1109/IECON51785.2023.10312061(1-8)Online publication date: 16-Oct-2023
https://doi.org/10.1109/IECON51785.2023.10312061
Sperling NBendrick AStöhrmann DErnst R(2023)Invited: Caching in Automated Data Centric Vehicles for Edge Computing Scenarios2023 60th ACM/IEEE Design Automation Conference (DAC)10.1109/DAC56929.2023.10247983(1-4)Online publication date: 9-Jul-2023
https://doi.org/10.1109/DAC56929.2023.10247983

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