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Cache Freshness in Named Data Networking for the Internet of Things

Authors :
Amine Dhraief
Maroua Meddeb
Saad Al-Ahmadi
Abdelfettah Belghith
Thierry Monteil
Khalil Drira
Équipe Services et Architectures pour Réseaux Avancés (LAAS-SARA)
Laboratoire d'analyse et d'architecture des systèmes (LAAS)
Université Toulouse Capitole (UT Capitole)
Université de Toulouse (UT)-Université de Toulouse (UT)-Institut National des Sciences Appliquées - Toulouse (INSA Toulouse)
Institut National des Sciences Appliquées (INSA)-Université de Toulouse (UT)-Institut National des Sciences Appliquées (INSA)-Université Toulouse - Jean Jaurès (UT2J)
Université de Toulouse (UT)-Université Toulouse III - Paul Sabatier (UT3)
Université de Toulouse (UT)-Centre National de la Recherche Scientifique (CNRS)-Institut National Polytechnique (Toulouse) (Toulouse INP)
Université de Toulouse (UT)-Université Toulouse Capitole (UT Capitole)
Université de Toulouse (UT)
Heterogeneous Advanced Networking and Applications [Manouba] (HANAlab)
Université de la Manouba [Tunisie] (UMA)-École Nationale des Sciences de l'Informatique [Manouba] (ENSI)
Université de la Manouba [Tunisie] (UMA)
King Saud University [Riyadh] (KSU)
Université Toulouse - Jean Jaurès (UT2J)-Université Toulouse 1 Capitole (UT1)
Université Fédérale Toulouse Midi-Pyrénées-Université Fédérale Toulouse Midi-Pyrénées-Centre National de la Recherche Scientifique (CNRS)-Université Toulouse III - Paul Sabatier (UT3)
Université Fédérale Toulouse Midi-Pyrénées-Institut National des Sciences Appliquées - Toulouse (INSA Toulouse)
Institut National des Sciences Appliquées (INSA)-Institut National des Sciences Appliquées (INSA)-Institut National Polytechnique (Toulouse) (Toulouse INP)
Université Fédérale Toulouse Midi-Pyrénées-Université Toulouse - Jean Jaurès (UT2J)-Université Toulouse 1 Capitole (UT1)
Université Fédérale Toulouse Midi-Pyrénées
Source :
The Computer Journal, The Computer Journal, 2018, 61 (10), pp.1496-1511. ⟨10.1093/comjnl/bxy005⟩, The Computer Journal, Oxford University Press (UK), 2018, 61 (10), pp.1496-1511. ⟨10.1093/comjnl/bxy005⟩
Publication Year :
2018
Publisher :
Oxford University Press (OUP), 2018.

Abstract

International audience; The Information-Centric Networking (ICN) paradigm is shaping the foreseen future Internet architecture by focusing on the data itself rather than its hosting location. It is a shift from a host-centric communication model to a content-centric model supporting among others unique and location-independent content names, in-network caching and name-based routing. By leveraging the easy data access, and reducing both the retrieval delay and the load on the data producer, the ICN can be a viable framework to support the Internet of Things (IoT), interconnecting billions of heterogeneous constrained objects. Among several ICN architectures, the Named Data Networking (NDN) is considered as a suitable ICN architecture for IoT systems. However, its default caching approach lacks a data freshness mechanism, while IoT data are transient and frequently updated by the producer which imposes stringent requirements in terms of information freshness. Furthermore, IoT devices are usually resource-constrained with harsh limitations on energy, memory and processing power. We propose in this paper a caching strategy and a novel cache freshness mechanism to monitor the validity of cached contents in an IoT environment while minimizing the caching process cost. We compared our solution to several relevant schemes using the ccnSim simulator. Our solution exhibits the best system performances in terms of hop reduction ratio, server hit reduction ratio and response latency, yet it provides the lowest cache cost and significantly improves the content validity.

Details

ISSN :
14602067 and 00104620
Volume :
61
Database :
OpenAIRE
Journal :
The Computer Journal
Accession number :
edsair.doi.dedup.....f8ec2b0614b6cc74972b5df6bfe13d68