Kalman Filter-based Heavy Hadoop Job Detection Method for Energy Efficient Hybrid Electro-Optical Intra-Data Center Networks

Masaki Murakami; Nicolas Dubrana; Yoshihiko Uematsu; Satoru Okamoto; Naoaki Yamanaka

Kalman Filter-based Heavy Hadoop Job Detection Method for Energy Efficient Hybrid Electro-Optical Intra-Data Center Networks

Masaki Murakami, Nicolas Dubrana, Yoshihiko Uematsu, Satoru Okamoto, Naoaki Yamanaka

情報工学科

研究成果: Conference contribution

抄録

This paper proposes Hadoop job detection method using the Kalman filter and network configuration procedure for hybrid electro-optical intra-data center networks. The simulation results show improvement of detection accuracy and energy saving effect.

本文言語	English
ホスト出版物のタイトル	2021 Opto-Electronics and Communications Conference, OECC 2021
出版社	Institute of Electrical and Electronics Engineers Inc.
ISBN（電子版）	9781943580927
出版ステータス	Published - 2021
イベント	2021 Opto-Electronics and Communications Conference, OECC 2021 - Hong Kong, Hong Kong 継続期間: 2021 7月 3 → 2021 7月 7

出版物シリーズ

名前	2021 Opto-Electronics and Communications Conference, OECC 2021

Conference

Conference	2021 Opto-Electronics and Communications Conference, OECC 2021
国/地域	Hong Kong
City	Hong Kong
Period	21/7/3 → 21/7/7

ASJC Scopus subject areas

コンピュータネットワークおよび通信
電子工学および電気工学
電子材料、光学材料、および磁性材料
原子分子物理学および光学
人工知能

他のファイルとリンク

フィンガープリント

「Kalman Filter-based Heavy Hadoop Job Detection Method for Energy Efficient Hybrid Electro-Optical Intra-Data Center Networks」の研究トピックを掘り下げます。これらがまとまってユニークなフィンガープリントを構成します。

引用スタイル

Murakami, M., Dubrana, N., Uematsu, Y., Okamoto, S., & Yamanaka, N. (2021). Kalman Filter-based Heavy Hadoop Job Detection Method for Energy Efficient Hybrid Electro-Optical Intra-Data Center Networks. In 2021 Opto-Electronics and Communications Conference, OECC 2021 (2021 Opto-Electronics and Communications Conference, OECC 2021). Institute of Electrical and Electronics Engineers Inc..

Kalman Filter-based Heavy Hadoop Job Detection Method for Energy Efficient Hybrid Electro-Optical Intra-Data Center Networks. / Murakami, Masaki; Dubrana, Nicolas; Uematsu, Yoshihiko その他.
2021 Opto-Electronics and Communications Conference, OECC 2021. Institute of Electrical and Electronics Engineers Inc., 2021. (2021 Opto-Electronics and Communications Conference, OECC 2021).

研究成果: Conference contribution

Murakami, M, Dubrana, N, Uematsu, Y, Okamoto, S & Yamanaka, N 2021, Kalman Filter-based Heavy Hadoop Job Detection Method for Energy Efficient Hybrid Electro-Optical Intra-Data Center Networks. in 2021 Opto-Electronics and Communications Conference, OECC 2021. 2021 Opto-Electronics and Communications Conference, OECC 2021, Institute of Electrical and Electronics Engineers Inc., 2021 Opto-Electronics and Communications Conference, OECC 2021, Hong Kong, Hong Kong, 21/7/3.

Murakami M, Dubrana N, Uematsu Y, Okamoto S, Yamanaka N. Kalman Filter-based Heavy Hadoop Job Detection Method for Energy Efficient Hybrid Electro-Optical Intra-Data Center Networks. In 2021 Opto-Electronics and Communications Conference, OECC 2021. Institute of Electrical and Electronics Engineers Inc. 2021. (2021 Opto-Electronics and Communications Conference, OECC 2021).

Murakami, Masaki ; Dubrana, Nicolas ; Uematsu, Yoshihiko その他. / Kalman Filter-based Heavy Hadoop Job Detection Method for Energy Efficient Hybrid Electro-Optical Intra-Data Center Networks. 2021 Opto-Electronics and Communications Conference, OECC 2021. Institute of Electrical and Electronics Engineers Inc., 2021. (2021 Opto-Electronics and Communications Conference, OECC 2021).

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abstract = "This paper proposes Hadoop job detection method using the Kalman filter and network configuration procedure for hybrid electro-optical intra-data center networks. The simulation results show improvement of detection accuracy and energy saving effect.",

author = "Masaki Murakami and Nicolas Dubrana and Yoshihiko Uematsu and Satoru Okamoto and Naoaki Yamanaka",

note = "Funding Information: This work is supported by “HOLST (High-speed Optical Layer 1 Switch system for Time slot switching optical data center networks) Project” funded by NEDO of Japan Publisher Copyright: {\textcopyright} 2021 The Author(s) ; 2021 Opto-Electronics and Communications Conference, OECC 2021 ; Conference date: 03-07-2021 Through 07-07-2021",

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AU - Yamanaka, Naoaki

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