A hierarchical-based sequential caching scheme in named data networking

Named data networking (NDNs) is an idealized deployment of information-centric networking (ICN) that has attracted attention from scientists and scholars worldwide. A distributed in-network caching scheme can efficiently realize load balancing. However, such a ubiquitous caching approach may cause problems including duplicate caching and low data diversity, thus reducing the caching efficiency of NDN routers. To mitigate these caching problems and improve the NDN caching efficiency, in this paper, a hierarchical-based sequential caching (HSC) scheme is proposed. In this scheme, the NDN routers in the data transmission path are divided into various levels and data with different request frequencies are cached in distinct router levels. The aim is to cache data with high request frequencies in the router that is closest to the content requester to increase the response probability of the nearby data, improve the data caching efficiency of named data networks, shorten the response time, and reduce cache redundancy. Simulation results show that this scheme can effectively improve the cache hit rate (CHR) and reduce the average request delay (ARD) and average route hop (ARH).

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Publication Details

Journal
China Communications
Published
2025-05-01
DOI
https://doi.org/10.23919/jcc.ja.2022-0384
Primary Topic
Caching and Content Delivery
Type
article
Field-Weighted Citation Impact
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article

A hierarchical-based sequential caching scheme in named data networking

Rui Hou, Junmin Zhang, Deze Zeng, Kaoru Ota et al.
China Communications
Caching and Content Delivery
article

A hierarchical-based sequential caching scheme in named data networking

Rui Hou, Junmin Zhang, Deze Zeng, Kaoru Ota, Dong Mianxiong, Jin Jihuan
article en

Abstract

Named data networking (NDNs) is an idealized deployment of information-centric networking (ICN) that has attracted attention from scientists and scholars worldwide. A distributed in-network caching scheme can efficiently realize load balancing. However, such a ubiquitous caching approach may cause problems including duplicate caching and low data diversity, thus reducing the caching efficiency of NDN routers. To mitigate these caching problems and improve the NDN caching efficiency, in this paper, a hierarchical-based sequential caching (HSC) scheme is proposed. In this scheme, the NDN routers in the data transmission path are divided into various levels and data with different request frequencies are cached in distinct router levels. The aim is to cache data with high request frequencies in the router that is closest to the content requester to increase the response probability of the nearby data, improve the data caching efficiency of named data networks, shorten the response time, and reduce cache redundancy. Simulation results show that this scheme can effectively improve the cache hit rate (CHR) and reduce the average request delay (ARD) and average route hop (ARH).

China CommunicationsVol. 22(5)
Minzu University of China (CN), China University of Geosciences (CN), Muroran Institute of Technology (JP)
Openalex Percentile: Top 88%
Caching and Content Delivery
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