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| Paper Abstract and Keywords | ||
| Presentation | 2022-06-23 13:05 Towards a Collaborative Operational Data Analysis for Automated Network Management Satoru Kobayashi, Kensuke Fukuda (NII)  IA2022-1 ICSS2022-1 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | Network automation with a self-driving network, a data-driven approach to avoid and handle network troubles with feedback controls, is an emerging and challenging topic in network management. Towards an automated modification of network configurations in the feedback controls, it is necessary to collaborate two-sided network operational analysis: real data analysis and synthetic data analysis with clear root causes of troubles. In this work, we discuss designs of a framework to collect more realistic synthetic operational data and an automated network system with a taxonomy of root causes and operational data. The synthetic data framework can also contribute to evaluating AIOps technologies or debugging network topologies with complicated trouble scenarios. |
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| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | Network management / Network automation / Self-driving Network / Chaos Engineering / / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 122, no. 85, IA2022-1, pp. 1-7, June 2022. | |
| Paper # | IA2022-1 | |
| Date of Issue | 2022-06-16 (IA, ICSS) | |
| ISSN | Online edition: ISSN 2432-6380 | |
| Copyright and reproduction |
All rights are reserved and no part of this publication may be reproduced or transmitted in any form or by any means, electronic or mechanical, including photocopy, recording, or any information storage and retrieval system, without permission in writing from the publisher. Notwithstanding, instructors are permitted to photocopy isolated articles for noncommercial classroom use without fee. (License No.: 10GA0019/12GB0052/13GB0056/17GB0034/18GB0034) | |
| Download PDF | IA2022-1 ICSS2022-1 |
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| Conference Information | |
| Committee | IA ICSS |
| Conference Date | 2022-06-23 - 2022-06-24 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Univ. of Nagasaki |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Internet Security, etc. |
| Paper Information | |
| Registration To | IA |
| Conference Code | 2022-06-IA-ICSS |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Towards a Collaborative Operational Data Analysis for Automated Network Management |
| Sub Title (in English) | |
| Keyword(1) | Network management |
| Keyword(2) | Network automation |
| Keyword(3) | Self-driving Network |
| Keyword(4) | Chaos Engineering |
| Keyword(5) | |
| Keyword(6) | |
| Keyword(7) | |
| Keyword(8) | |
| 1st Author's Name | Satoru Kobayashi |
| 1st Author's Affiliation | National Institute of Informatics (NII) |
| 2nd Author's Name | Kensuke Fukuda |
| 2nd Author's Affiliation | National Institute of Informatics (NII) |
| 3rd Author's Name | |
| 3rd Author's Affiliation | () |
| 4th Author's Name | |
| 4th Author's Affiliation | () |
| 5th Author's Name | |
| 5th Author's Affiliation | () |
| 6th Author's Name | |
| 6th Author's Affiliation | () |
| Speaker | Author-1 |
| Date Time | 2022-06-23 13:05:00 |
| Presentation Time | 25 minutes |
| Registration for | IA |
| Paper # | IA2022-1, ICSS2022-1 |
| Volume (vol) | vol.122 |
| Number (no) | no.85(IA), no.86(ICSS) |
| Page | pp.1-7 |
| #Pages | 7 |
| Date of Issue | 2022-06-16 (IA, ICSS) |
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