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Management and Network Orchestration for Edge/Fog-based Distributed Data Processing
https://ipsj.ixsq.nii.ac.jp/records/213306
https://ipsj.ixsq.nii.ac.jp/records/213306c0837f46-e7fc-4253-80ed-c49252006803
| 名前 / ファイル | ライセンス | アクション |
|---|---|---|
IPSJ-JNL6210011.pdf (1.4 MB)
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Copyright (c) 2021 by the Information Processing Society of Japan
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| オープンアクセス | ||
| Item type | Journal(1) | |||||||||||||||
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| 公開日 | 2021-10-15 | |||||||||||||||
| タイトル | ||||||||||||||||
| タイトル | Management and Network Orchestration for Edge/Fog-based Distributed Data Processing | |||||||||||||||
| タイトル | ||||||||||||||||
| 言語 | en | |||||||||||||||
| タイトル | Management and Network Orchestration for Edge/Fog-based Distributed Data Processing | |||||||||||||||
| 言語 | ||||||||||||||||
| 言語 | eng | |||||||||||||||
| キーワード | ||||||||||||||||
| 主題Scheme | Other | |||||||||||||||
| 主題 | [一般論文（推薦論文）] edge computing, fog computing, MANO | |||||||||||||||
| 資源タイプ | ||||||||||||||||
| 資源タイプ識別子 | http://purl.org/coar/resource_type/c_6501 | |||||||||||||||
| 資源タイプ | journal article | |||||||||||||||
| 著者所属 | ||||||||||||||||
| Graduate School of Science and Technology, Keio University | ||||||||||||||||
| 著者所属 | ||||||||||||||||
| Graduate School of Science and Technology, Keio University | ||||||||||||||||
| 著者所属 | ||||||||||||||||
| Graduate School of Science and Technology, Keio University | ||||||||||||||||
| 著者所属 | ||||||||||||||||
| Graduate School of Science and Technology, Keio University／Computer Security Incident Response Team, Keio University | ||||||||||||||||
| 著者所属 | ||||||||||||||||
| Faculty of Science and Technology, Keio University | ||||||||||||||||
| 著者所属(英) | ||||||||||||||||
| en | ||||||||||||||||
| Graduate School of Science and Technology, Keio University | ||||||||||||||||
| 著者所属(英) | ||||||||||||||||
| en | ||||||||||||||||
| Graduate School of Science and Technology, Keio University | ||||||||||||||||
| 著者所属(英) | ||||||||||||||||
| en | ||||||||||||||||
| Graduate School of Science and Technology, Keio University | ||||||||||||||||
| 著者所属(英) | ||||||||||||||||
| en | ||||||||||||||||
| Graduate School of Science and Technology, Keio University / Computer Security Incident Response Team, Keio University | ||||||||||||||||
| 著者所属(英) | ||||||||||||||||
| en | ||||||||||||||||
| Faculty of Science and Technology, Keio University | ||||||||||||||||
| 著者名 |
Hiroki, Watanabe
× Hiroki, Watanabe
× Kazuki, Hayashi
× Tomonori, Sato
× Takao, Kondo
× Fumio, Teraoka
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| 著者名(英) |
Hiroki, Watanabe
× Hiroki, Watanabe
× Kazuki, Hayashi
× Tomonori, Sato
× Takao, Kondo
× Fumio, Teraoka
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| 論文抄録 | ||||||||||||||||
| 内容記述タイプ | Other | |||||||||||||||
| 内容記述 | In the age of edge/fog computing, it is important to consider not only computing resources but also network resources when hosting services. Since service is composed of multiple small functions in the microservice architecture, we treat a service as a set of BFs (basic functions) that fulfill a single task. It is required to place BFs at edge/fog nodes considering the computing resources and network requirements within a practical time. This paper proposes a MANO (Management and Network Orchestration) for deploying services composed of multiple BFs with requirements to computing and network resources of distributed nodes. The proposed MANO considers the computing resources of edge/fog/cloud as well as the network delay and the bandwidth between them. This paper proposes an optimal method and a heuristic method for calculating the placement of BFs. The evaluation results show that the placement calculation time for a service composed of four BFs is about 10 seconds with the optimal method and about 20 seconds with the heuristic method. The calculation time is within the practical range. ------------------------------ This is a preprint of an article intended for publication Journal of Information Processing(JIP). This preprint should not be cited. This article should be cited as: Journal of Information Processing Vol.29(2021) (online) DOI http://dx.doi.org/10.2197/ipsjjip.29.640 ------------------------------ |
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| 論文抄録(英) | ||||||||||||||||
| 内容記述タイプ | Other | |||||||||||||||
| 内容記述 | In the age of edge/fog computing, it is important to consider not only computing resources but also network resources when hosting services. Since service is composed of multiple small functions in the microservice architecture, we treat a service as a set of BFs (basic functions) that fulfill a single task. It is required to place BFs at edge/fog nodes considering the computing resources and network requirements within a practical time. This paper proposes a MANO (Management and Network Orchestration) for deploying services composed of multiple BFs with requirements to computing and network resources of distributed nodes. The proposed MANO considers the computing resources of edge/fog/cloud as well as the network delay and the bandwidth between them. This paper proposes an optimal method and a heuristic method for calculating the placement of BFs. The evaluation results show that the placement calculation time for a service composed of four BFs is about 10 seconds with the optimal method and about 20 seconds with the heuristic method. The calculation time is within the practical range. ------------------------------ This is a preprint of an article intended for publication Journal of Information Processing(JIP). This preprint should not be cited. This article should be cited as: Journal of Information Processing Vol.29(2021) (online) DOI http://dx.doi.org/10.2197/ipsjjip.29.640 ------------------------------ |
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| 書誌レコードID | ||||||||||||||||
| 収録物識別子タイプ | NCID | |||||||||||||||
| 収録物識別子 | AN00116647 | |||||||||||||||
| 書誌情報 |
情報処理学会論文誌 巻 62, 号 10, 発行日 2021-10-15 |
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| ISSN | ||||||||||||||||
| 収録物識別子タイプ | ISSN | |||||||||||||||
| 収録物識別子 | 1882-7764 | |||||||||||||||
