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LERMS: A Low-Latency and Reliable Downlink Packet-Level Encoding Transmission Method in Untrusted 5GA Edge Network

The increasing demand for end-to-end low-latency and high-reliability transmissions between edge computing nodes and user elements in 5G Advance edge networks has brought new challenges to the transmission of data. In response, this paper proposes LERMS, a packet-level encoding transmission scheme d...

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Detalles Bibliográficos
Autores principales: Guo, Zhongfu, Ji, Xinsheng, You, Wei, Xu, Mingyan, Zhao, Yu, Cheng, Zhimo, Zhou, Deqiang, Wang, Lingwei
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10377979/
https://www.ncbi.nlm.nih.gov/pubmed/37509913
http://dx.doi.org/10.3390/e25070966
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author Guo, Zhongfu
Ji, Xinsheng
You, Wei
Xu, Mingyan
Zhao, Yu
Cheng, Zhimo
Zhou, Deqiang
Wang, Lingwei
author_facet Guo, Zhongfu
Ji, Xinsheng
You, Wei
Xu, Mingyan
Zhao, Yu
Cheng, Zhimo
Zhou, Deqiang
Wang, Lingwei
author_sort Guo, Zhongfu
collection PubMed
description The increasing demand for end-to-end low-latency and high-reliability transmissions between edge computing nodes and user elements in 5G Advance edge networks has brought new challenges to the transmission of data. In response, this paper proposes LERMS, a packet-level encoding transmission scheme designed for untrusted 5GA edge networks that may encounter malicious transmission situations such as data tampering, discarding, and eavesdropping. LERMS achieves resiliency against such attacks by using 5GA Protocol data unit (PDU) coded Concurrent Multipath Transfer (CMT) based on Lagrangian interpolation and Raptor’s two-layer coding, which provides redundancy to eliminate the impact of an attacker’s malicious behavior. To mitigate the increased queuing delay resulting from encoding in data blocks, LERMS is queue-aware with variable block length. Its strategy is modeled as a Markov chain and optimized using a matrix method. Numerical results demonstrate that LERMS achieves the optimal trade-off between delay and reliability while providing resiliency against untrusted edge networks.
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spelling pubmed-103779792023-07-29 LERMS: A Low-Latency and Reliable Downlink Packet-Level Encoding Transmission Method in Untrusted 5GA Edge Network Guo, Zhongfu Ji, Xinsheng You, Wei Xu, Mingyan Zhao, Yu Cheng, Zhimo Zhou, Deqiang Wang, Lingwei Entropy (Basel) Article The increasing demand for end-to-end low-latency and high-reliability transmissions between edge computing nodes and user elements in 5G Advance edge networks has brought new challenges to the transmission of data. In response, this paper proposes LERMS, a packet-level encoding transmission scheme designed for untrusted 5GA edge networks that may encounter malicious transmission situations such as data tampering, discarding, and eavesdropping. LERMS achieves resiliency against such attacks by using 5GA Protocol data unit (PDU) coded Concurrent Multipath Transfer (CMT) based on Lagrangian interpolation and Raptor’s two-layer coding, which provides redundancy to eliminate the impact of an attacker’s malicious behavior. To mitigate the increased queuing delay resulting from encoding in data blocks, LERMS is queue-aware with variable block length. Its strategy is modeled as a Markov chain and optimized using a matrix method. Numerical results demonstrate that LERMS achieves the optimal trade-off between delay and reliability while providing resiliency against untrusted edge networks. MDPI 2023-06-21 /pmc/articles/PMC10377979/ /pubmed/37509913 http://dx.doi.org/10.3390/e25070966 Text en © 2023 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Guo, Zhongfu
Ji, Xinsheng
You, Wei
Xu, Mingyan
Zhao, Yu
Cheng, Zhimo
Zhou, Deqiang
Wang, Lingwei
LERMS: A Low-Latency and Reliable Downlink Packet-Level Encoding Transmission Method in Untrusted 5GA Edge Network
title LERMS: A Low-Latency and Reliable Downlink Packet-Level Encoding Transmission Method in Untrusted 5GA Edge Network
title_full LERMS: A Low-Latency and Reliable Downlink Packet-Level Encoding Transmission Method in Untrusted 5GA Edge Network
title_fullStr LERMS: A Low-Latency and Reliable Downlink Packet-Level Encoding Transmission Method in Untrusted 5GA Edge Network
title_full_unstemmed LERMS: A Low-Latency and Reliable Downlink Packet-Level Encoding Transmission Method in Untrusted 5GA Edge Network
title_short LERMS: A Low-Latency and Reliable Downlink Packet-Level Encoding Transmission Method in Untrusted 5GA Edge Network
title_sort lerms: a low-latency and reliable downlink packet-level encoding transmission method in untrusted 5ga edge network
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10377979/
https://www.ncbi.nlm.nih.gov/pubmed/37509913
http://dx.doi.org/10.3390/e25070966
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