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Content Delivery Latency of Caching Strategies for Information-Centric IoT

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arxiv 1905.01011 v1 pith:MMQE23K6 submitted 2019-05-03 cs.NI

classification cs.NI
keywords cachingcontentlatencydeliverynetworkstrategyalgorithmcache
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In-network caching is a central aspect of Information-Centric Networking (ICN). It enables the rapid distribution of content across the network, alleviating strain on content producers and reducing content delivery latencies. ICN has emerged as a promising candidate for use in the Internet of Things (IoT). However, IoT devices operate under severe constraints, most notably limited memory. This means that nodes cannot indiscriminately cache all content; instead, there is a need for a caching strategy that decides what content to cache. Furthermore, many applications in the IoT space are timesensitive; therefore, finding a caching strategy that minimises the latency between content request and delivery is desirable. In this paper, we evaluate a number of ICN caching strategies in regards to latency and hop count reduction using IoT devices in a physical testbed. We find that the topology of the network, and thus the routing algorithm used to generate forwarding information, has a significant impact on the performance of a given caching strategy. To the best of our knowledge, this is the first study that focuses on latency effects in ICN-IoT caching while using real IoT hardware, and the first to explicitly discuss the link between routing algorithm, network topology, and caching effects.

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  1. Gain More for Less: The Surprising Benefits of QoS Management in Constrained NDN Networks

    cs.NI 2019-08 conditional novelty 6.0 of 10

    Coordinated priority handling of caches, forwarding state, and queues in NDN improves both prioritized and regular traffic in a constrained wireless testbed.

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