Wavelength-selective fog-computing network for big-data analytics of Wireless Data

Michael Conrad Meyer, Yu Wang, Takahiro Watanabe

研究成果: Conference contribution

抜粋

Smartphones generate a lot of data that can be analyzed. In a typical system, the data is input into the phones, converted to a wireless signal, received by a base station, and is converted to an electrical signal that can be sent to the cloud for processing. One step to speed up the task was to offload some of the processing to fog nodes. These fog nodes still communicate with a typical electrical trunk network. Our proposed architecture removes a large portion of the delay in the system by removing the hop to hop communication methods that are typically seen in implemented systems. The proposed architecture is shown to have a lower average and worst case delay in all cases but does not achieve as much throughput as a wavelength division multiplexed optical network is capable of. Throughput can be improved by running multiple lines, whereas the latency can not be significantly improved by adding extra hardware.

元の言語English
ホスト出版物のタイトルICEIC 2019 - International Conference on Electronics, Information, and Communication
出版者Institute of Electrical and Electronics Engineers Inc.
ISBN(電子版)9788995004449
DOI
出版物ステータスPublished - 2019 5 3
イベント18th International Conference on Electronics, Information, and Communication, ICEIC 2019 - Auckland, New Zealand
継続期間: 2019 1 222019 1 25

出版物シリーズ

名前ICEIC 2019 - International Conference on Electronics, Information, and Communication

Conference

Conference18th International Conference on Electronics, Information, and Communication, ICEIC 2019
New Zealand
Auckland
期間19/1/2219/1/25

    フィンガープリント

ASJC Scopus subject areas

  • Control and Systems Engineering
  • Electrical and Electronic Engineering

これを引用

Meyer, M. C., Wang, Y., & Watanabe, T. (2019). Wavelength-selective fog-computing network for big-data analytics of Wireless Data. : ICEIC 2019 - International Conference on Electronics, Information, and Communication [8706464] (ICEIC 2019 - International Conference on Electronics, Information, and Communication). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.23919/ELINFOCOM.2019.8706464