ICN Based Efficient Content Caching Scheme for Vehicular Networks

The Information Centric Networking (ICN) is a future internet architecture to support efficient content distribution in a vehicular environment. In-network caching in ICN provides a realistic solution for vehicular communication due to storage of content replicas inside network vehicles. However, th...

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Veröffentlicht in:IEEE transactions on intelligent transportation systems 2023-12, Vol.24 (12), p.15548-15556
Hauptverfasser: Gupta, Divya, Rani, Shalli, Singh, Aman, Rodrigues, Joel J. P. C.
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container_end_page 15556
container_issue 12
container_start_page 15548
container_title IEEE transactions on intelligent transportation systems
container_volume 24
creator Gupta, Divya
Rani, Shalli
Singh, Aman
Rodrigues, Joel J. P. C.
description The Information Centric Networking (ICN) is a future internet architecture to support efficient content distribution in a vehicular environment. In-network caching in ICN provides a realistic solution for vehicular communication due to storage of content replicas inside network vehicles. However, the challenge still exists while caching content replicas in resource constraint vehicles (such as limited power and cache capacity) to minimize the communication latency. To address the above mentioned challenge, this paper proposes EPC - an ICN based Energy efficient Placement of Content chunk that fits well in a vehicular environment. The proposed resource management strategy mainly aims to reduce the content fetching delay by caching content replicas towards the network edge router. The EPC strategy decides on placement of content chunks on each vehicle by jointly considering residual power of current vehicle, local popularity of content, and caching gain. The EPC supports efficient utilization of network available resources by allowing only vehicles with their residual power greater than threshold to perform chunk caching and hence, further offers reduced content duplication in the whole network. The effectiveness of the proposed scheme is evaluated in Icarus- an ICN simulator for analyzing the performance of ICN caching and routing strategies. The EPC outperforms various state of the art caching strategies approximately by 30% when gets evaluated in terms of offered cache hit ratio, content retrieval delay, and the average number of hops utilized for fetching the requested content.
doi_str_mv 10.1109/TITS.2022.3171662
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The EPC strategy decides on placement of content chunks on each vehicle by jointly considering residual power of current vehicle, local popularity of content, and caching gain. The EPC supports efficient utilization of network available resources by allowing only vehicles with their residual power greater than threshold to perform chunk caching and hence, further offers reduced content duplication in the whole network. The effectiveness of the proposed scheme is evaluated in Icarus- an ICN simulator for analyzing the performance of ICN caching and routing strategies. 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subjects Caching
caching advantage
Computer architecture
Computer science
content placement
Delays
Energy efficiency
In-network caching
Information analysis
information centric networking
Intelligent transportation systems
Liquid crystal displays
Network latency
Placement
Redundancy
Resource management
Routing
Servers
Vehicles
title ICN Based Efficient Content Caching Scheme for Vehicular Networks
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