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Network Delay and Cache Overflow: A Parameter Estimation Method for Time Window Based Hopping Network

A basic understanding of delayed packet loss is key to successfully applying it to multi-node hopping networks. Given the problem of delayed data loss due to network delay in a hop network environment, we review early time windowing approaches, for which most contributions focus on end-to-end hoppin...

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Detalles Bibliográficos
Autores principales: Fang, Zhu, Xu, Zhengquan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9858253/
https://www.ncbi.nlm.nih.gov/pubmed/36673257
http://dx.doi.org/10.3390/e25010116
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author Fang, Zhu
Xu, Zhengquan
author_facet Fang, Zhu
Xu, Zhengquan
author_sort Fang, Zhu
collection PubMed
description A basic understanding of delayed packet loss is key to successfully applying it to multi-node hopping networks. Given the problem of delayed data loss due to network delay in a hop network environment, we review early time windowing approaches, for which most contributions focus on end-to-end hopping networks. However, they do not apply to the general hopping network environment, where data transmission from the sending host to the receiving host usually requires forwarding at multiple intermediate nodes due to network latency and network cache overflow, which may result in delayed packet loss. To overcome this challenge, we propose a delay time window and a method for estimating the delay time window. By examining the network delays of different data tasks, we obtain network delay estimates for these data tasks, use them as estimates of the delay time window, and validate the estimated results to verify that the results satisfy the delay distribution law. In addition, simulation tests and a discussion of the results were conducted to demonstrate how to maximize the reception of delay groupings. The analysis shows that the method is more general and applicable to multi-node hopping networks than existing time windowing methods.
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spelling pubmed-98582532023-01-21 Network Delay and Cache Overflow: A Parameter Estimation Method for Time Window Based Hopping Network Fang, Zhu Xu, Zhengquan Entropy (Basel) Article A basic understanding of delayed packet loss is key to successfully applying it to multi-node hopping networks. Given the problem of delayed data loss due to network delay in a hop network environment, we review early time windowing approaches, for which most contributions focus on end-to-end hopping networks. However, they do not apply to the general hopping network environment, where data transmission from the sending host to the receiving host usually requires forwarding at multiple intermediate nodes due to network latency and network cache overflow, which may result in delayed packet loss. To overcome this challenge, we propose a delay time window and a method for estimating the delay time window. By examining the network delays of different data tasks, we obtain network delay estimates for these data tasks, use them as estimates of the delay time window, and validate the estimated results to verify that the results satisfy the delay distribution law. In addition, simulation tests and a discussion of the results were conducted to demonstrate how to maximize the reception of delay groupings. The analysis shows that the method is more general and applicable to multi-node hopping networks than existing time windowing methods. MDPI 2023-01-05 /pmc/articles/PMC9858253/ /pubmed/36673257 http://dx.doi.org/10.3390/e25010116 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
Fang, Zhu
Xu, Zhengquan
Network Delay and Cache Overflow: A Parameter Estimation Method for Time Window Based Hopping Network
title Network Delay and Cache Overflow: A Parameter Estimation Method for Time Window Based Hopping Network
title_full Network Delay and Cache Overflow: A Parameter Estimation Method for Time Window Based Hopping Network
title_fullStr Network Delay and Cache Overflow: A Parameter Estimation Method for Time Window Based Hopping Network
title_full_unstemmed Network Delay and Cache Overflow: A Parameter Estimation Method for Time Window Based Hopping Network
title_short Network Delay and Cache Overflow: A Parameter Estimation Method for Time Window Based Hopping Network
title_sort network delay and cache overflow: a parameter estimation method for time window based hopping network
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9858253/
https://www.ncbi.nlm.nih.gov/pubmed/36673257
http://dx.doi.org/10.3390/e25010116
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