Edge learning based green content distribution for information-centric internet of things

Qili Shen, Jun Wu, Jianhua Li

Research output: Chapter in Book/Report/Conference proceedingConference contribution

3 Citations (Scopus)

Abstract

Being the revolutionary future networking architecture, information-centric networking (ICN) conducts network distribution based on content, which is ideally suitable for Internet of things (IoT). With the rapid growth of network traffic, compared to the conventional IoT, information-centric Internet of things (IC-IoT) is expected to provide users with the better satisfaction of the network quality of service (QoS). However, due to IC-IoT requirements of low latency, large data volume, marginalization, and intelligent processing, it urgently needs an efficient content distribution system. In this paper, we propose an edge learning based green content distribution scheme for IC-IoT. We implement intelligent path selection based on decision tree and edge calculation. Moreover, we apply distributed coding based content transmission to enhance the speed and recovery capability of content. Meanwhile, we have verified the effectiveness and performance of this scheme based on a large number of simulation experiments. The work of this paper is of great significance to improve the efficiency and flexibility of content distribution in IC-IoT.

Original languageEnglish
Title of host publication2019 42nd International Conference on Telecommunications and Signal Processing, TSP 2019
EditorsNorbert Herencsar
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages67-70
Number of pages4
ISBN (Electronic)9781728118642
DOIs
Publication statusPublished - 2019 Jul
Externally publishedYes
Event42nd International Conference on Telecommunications and Signal Processing, TSP 2019 - Budapest, Hungary
Duration: 2019 Jul 12019 Jul 3

Publication series

Name2019 42nd International Conference on Telecommunications and Signal Processing, TSP 2019

Conference

Conference42nd International Conference on Telecommunications and Signal Processing, TSP 2019
Country/TerritoryHungary
CityBudapest
Period19/7/119/7/3

Keywords

  • Content distribution
  • Distributed coding
  • Edge learning
  • IC-IoT
  • Intelligent

ASJC Scopus subject areas

  • Signal Processing
  • Computer Networks and Communications
  • Information Systems and Management

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