Naming scheme using NLP machine learning method for network weather monitoring system based on ICN

Toru Mochida, Daichi Nozaki, Koki Okamoto, Xin Qi, Zheng Wen, Takuro Sato, Keping Yu

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

4 Citations (Scopus)

Abstract

The market for IoT devices has been expanding rapidly for several years, and many fields are anticipating further demand in the future. However, together with this expansion, increased communication failures are expected, and solutions to prevent them are needed. Here, we aim to solve communication problems using a new network, called the CCN x(Contents Centric Networking), which is one of the leading ICN (Information Centric Networking) solutions. Our system was constructed by assuming the case of a weather monitoring IoT application in which large data communications were very likely to occur. In this paper, we propose a technique for distributing meteorological data gathered with a weather observation device and 4K camera by ICN, and caching content with a new Naming scheme using machine learning.

Original languageEnglish
Title of host publicationProceedings - 20th International Symposium on Wireless Personal Multimedia Communications, WPMC 2017
PublisherIEEE Computer Society
Pages428-434
Number of pages7
ISBN (Electronic)9781538627679
DOIs
Publication statusPublished - 2018 Feb 22
Event20th International Symposium on Wireless Personal Multimedia Communications, WPMC 2017 - Bali, Indonesia
Duration: 2017 Dec 172017 Dec 20

Publication series

NameInternational Symposium on Wireless Personal Multimedia Communications, WPMC
Volume2017-December
ISSN (Print)1347-6890

Other

Other20th International Symposium on Wireless Personal Multimedia Communications, WPMC 2017
CountryIndonesia
CityBali
Period17/12/1717/12/20

Keywords

  • Human flow detection
  • ICN
  • Machine learning
  • Naming
  • Natural language

ASJC Scopus subject areas

  • Computer Networks and Communications
  • Computer Science Applications
  • Human-Computer Interaction

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  • Cite this

    Mochida, T., Nozaki, D., Okamoto, K., Qi, X., Wen, Z., Sato, T., & Yu, K. (2018). Naming scheme using NLP machine learning method for network weather monitoring system based on ICN. In Proceedings - 20th International Symposium on Wireless Personal Multimedia Communications, WPMC 2017 (pp. 428-434). (International Symposium on Wireless Personal Multimedia Communications, WPMC; Vol. 2017-December). IEEE Computer Society. https://doi.org/10.1109/WPMC.2017.8301851