NCP: A near ICN Cache Placement Scheme for IoT-Based Traffic Class

Boubakr Nour, Kashif Sharif, Fan Li, Hassine Moungla, Ahmed E. Kamal, Hossam Afifi

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Abstract

Information-Centric Networking is considered as one of the most promising architecture for IoT. The use of content-centric approach may improve the content access & dissemination, reduce the content retrieval latency, and enhance the network performance. The use of in-network caching in ICN enhances the data availability in the network, overcomes the issue of single-point failure, and improves IoT devices power efficiency. In this paper, we present a Near-ICN Cache Placement (NCP) scheme for IoT taking traffic class into consideration. NCP is designed to select the optimal replica cache by minimizing: the cost of moving the data from content producer to replica nodes, the cost of caching the content in the replica, and the cost of delivery the content to consumers. Hence, we presented a multi-objective optimization problem, with a heuristic caching selection algorithm. We evaluated NCP with various performance metrics against different caching schemes. The obtained results show improvement in the cache utilization, with fast data retrieval, and enhancement in the network cache distribution & diversity.

Original languageEnglish
Article number8647629
JournalProceedings - IEEE Global Communications Conference, GLOBECOM
DOIs
Publication statusPublished - 2018
Event2018 IEEE Global Communications Conference, GLOBECOM 2018 - Abu Dhabi, United Arab Emirates
Duration: 9 Dec 201813 Dec 2018

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Nour, B., Sharif, K., Li, F., Moungla, H., Kamal, A. E., & Afifi, H. (2018). NCP: A near ICN Cache Placement Scheme for IoT-Based Traffic Class. Proceedings - IEEE Global Communications Conference, GLOBECOM, Article 8647629. https://doi.org/10.1109/GLOCOM.2018.8647629