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

Qili Shen, Jun Wu, Jianhua Li

研究成果: Conference contribution

3 被引用数 (Scopus)

抄録

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.

本文言語English
ホスト出版物のタイトル2019 42nd International Conference on Telecommunications and Signal Processing, TSP 2019
編集者Norbert Herencsar
出版社Institute of Electrical and Electronics Engineers Inc.
ページ67-70
ページ数4
ISBN(電子版)9781728118642
DOI
出版ステータスPublished - 2019 7月
外部発表はい
イベント42nd International Conference on Telecommunications and Signal Processing, TSP 2019 - Budapest, Hungary
継続期間: 2019 7月 12019 7月 3

出版物シリーズ

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

Conference

Conference42nd International Conference on Telecommunications and Signal Processing, TSP 2019
国/地域Hungary
CityBudapest
Period19/7/119/7/3

ASJC Scopus subject areas

  • 信号処理
  • コンピュータ ネットワークおよび通信
  • 情報システムおよび情報管理

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