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Cache Freshness in Named Data Networking for the Internet of Things
- 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.
- Subjects :
- IoT
General Computer Science
business.industry
Computer science
020206 networking & telecommunications
02 engineering and technology
Content based networking
NDN
In-network caching
ICN
[INFO.INFO-NI]Computer Science [cs]/Networking and Internet Architecture [cs.NI]
Data access
Freshness
Models of communication
0202 electrical engineering, electronic engineering, information engineering
020201 artificial intelligence & image processing
Process costing
Cache
Latency (engineering)
Architecture
business
Internet of Things
Cache cost
Computer network
Subjects
Details
- ISSN :
- 14602067 and 00104620
- Volume :
- 61
- Database :
- OpenAIRE
- Journal :
- The Computer Journal
- Accession number :
- edsair.doi.dedup.....f8ec2b0614b6cc74972b5df6bfe13d68