Cargando…

An edge communication based probabilistic caching for transient content distribution in vehicular networks

Vehicular Content Networks (VCNs) represent key empowering solution for content distribution in fully distributed manner for vehicular infotainment applications. In VCN, both on board unit (OBU) of each vehicle and road side units (RSUs) facilitate content caching to support timely content delivery...

Descripción completa

Detalles Bibliográficos
Autores principales: Gupta, Divya, Rani, Shalli, Tiwari, Basant, Gadekallu, Thippa Reddy
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9984529/
https://www.ncbi.nlm.nih.gov/pubmed/36869106
http://dx.doi.org/10.1038/s41598-023-30315-6
_version_ 1784900764306505728
author Gupta, Divya
Rani, Shalli
Tiwari, Basant
Gadekallu, Thippa Reddy
author_facet Gupta, Divya
Rani, Shalli
Tiwari, Basant
Gadekallu, Thippa Reddy
author_sort Gupta, Divya
collection PubMed
description Vehicular Content Networks (VCNs) represent key empowering solution for content distribution in fully distributed manner for vehicular infotainment applications. In VCN, both on board unit (OBU) of each vehicle and road side units (RSUs) facilitate content caching to support timely content delivery for moving vehicles when requested. However, due to limited caching capacity available at both RSUs and OBUs, only selected content can be cached. Moreover, the contents being demanded in vehicular infotainment applications are transient in nature. The transient content caching in vehicular content networks with the use of edge communication for delay free services is fundamental issue and need to get addressed (Yang et al. in ICC 2022-IEEE international conference on communications. IEEE, pp 1–6, 2022). Therefore, this study focuses on edge communication in VCNs by firstly organizing a region based classification for vehicular network components including RSUs and OBUs. Secondly, a theoretical model is designed for each vehicle to decide its content fetching location (i.e. either RSU or OBU) in current region or neighboring region. Further, the caching of transient contents inside vehicular network components (such as RSU, OBU) is based on content caching probability. Finally, the proposed scheme is evaluated under different network condition in Icarus simulator for various performance parameters. The simulation results proved outstanding performance of the proposed approach over various state of art caching strategies.
format Online
Article
Text
id pubmed-9984529
institution National Center for Biotechnology Information
language English
publishDate 2023
publisher Nature Publishing Group UK
record_format MEDLINE/PubMed
spelling pubmed-99845292023-03-05 An edge communication based probabilistic caching for transient content distribution in vehicular networks Gupta, Divya Rani, Shalli Tiwari, Basant Gadekallu, Thippa Reddy Sci Rep Article Vehicular Content Networks (VCNs) represent key empowering solution for content distribution in fully distributed manner for vehicular infotainment applications. In VCN, both on board unit (OBU) of each vehicle and road side units (RSUs) facilitate content caching to support timely content delivery for moving vehicles when requested. However, due to limited caching capacity available at both RSUs and OBUs, only selected content can be cached. Moreover, the contents being demanded in vehicular infotainment applications are transient in nature. The transient content caching in vehicular content networks with the use of edge communication for delay free services is fundamental issue and need to get addressed (Yang et al. in ICC 2022-IEEE international conference on communications. IEEE, pp 1–6, 2022). Therefore, this study focuses on edge communication in VCNs by firstly organizing a region based classification for vehicular network components including RSUs and OBUs. Secondly, a theoretical model is designed for each vehicle to decide its content fetching location (i.e. either RSU or OBU) in current region or neighboring region. Further, the caching of transient contents inside vehicular network components (such as RSU, OBU) is based on content caching probability. Finally, the proposed scheme is evaluated under different network condition in Icarus simulator for various performance parameters. The simulation results proved outstanding performance of the proposed approach over various state of art caching strategies. Nature Publishing Group UK 2023-03-03 /pmc/articles/PMC9984529/ /pubmed/36869106 http://dx.doi.org/10.1038/s41598-023-30315-6 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
Gupta, Divya
Rani, Shalli
Tiwari, Basant
Gadekallu, Thippa Reddy
An edge communication based probabilistic caching for transient content distribution in vehicular networks
title An edge communication based probabilistic caching for transient content distribution in vehicular networks
title_full An edge communication based probabilistic caching for transient content distribution in vehicular networks
title_fullStr An edge communication based probabilistic caching for transient content distribution in vehicular networks
title_full_unstemmed An edge communication based probabilistic caching for transient content distribution in vehicular networks
title_short An edge communication based probabilistic caching for transient content distribution in vehicular networks
title_sort edge communication based probabilistic caching for transient content distribution in vehicular networks
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9984529/
https://www.ncbi.nlm.nih.gov/pubmed/36869106
http://dx.doi.org/10.1038/s41598-023-30315-6
work_keys_str_mv AT guptadivya anedgecommunicationbasedprobabilisticcachingfortransientcontentdistributioninvehicularnetworks
AT ranishalli anedgecommunicationbasedprobabilisticcachingfortransientcontentdistributioninvehicularnetworks
AT tiwaribasant anedgecommunicationbasedprobabilisticcachingfortransientcontentdistributioninvehicularnetworks
AT gadekalluthippareddy anedgecommunicationbasedprobabilisticcachingfortransientcontentdistributioninvehicularnetworks
AT guptadivya edgecommunicationbasedprobabilisticcachingfortransientcontentdistributioninvehicularnetworks
AT ranishalli edgecommunicationbasedprobabilisticcachingfortransientcontentdistributioninvehicularnetworks
AT tiwaribasant edgecommunicationbasedprobabilisticcachingfortransientcontentdistributioninvehicularnetworks
AT gadekalluthippareddy edgecommunicationbasedprobabilisticcachingfortransientcontentdistributioninvehicularnetworks