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| Presentation | 2023-09-08 13:55 Joint Experiment of Interworking Multi-vendors' AI via TM Forum Open API toward Autonomic QoS Management of Cloud Native Services Takahiro Hirayama, Masahiro Jibiki (NICT), Takuya Miyasaka (KDDI/KDDI Research Inc.), Toshiki Watanabe, Satoshi Akabori, Takayuki Kuroda (NEC)  NS2023-63 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | Constant monitoring and agile management of cloud-native network functions (CNFs) are the essential to prevent serious degradation of quality of services (QoS) in network service infrastructure. KDDI, NEC, and NICT have developed three types of machine learning (ML)-based network management technologies for cloud-native infrastructure: detecting failure signs from monitoring data, high-speed design framework of network services, and resource management among multiple network functions, respectively. In this article, we exhibit the experimental results of interworking multi-vendors’ AI developed by the three organizations. Our joint experiment validated that the combination of multi-vendors’ AI via Open API standardized by TM Forum, establishes autonomic proactive closed-loop QoS management for cloud-native services against network failures. | |
| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | Cloud Native Services / Machine Learning / Failure Detection / Network Service Design / Resource Management / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 123, no. 177, NS2023-63, pp. 65-70, Sept. 2023. | |
| Paper # | NS2023-63 | |
| Date of Issue | 2023-08-31 (NS) | |
| 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 | NS2023-63 |
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| Conference Information | |
| Committee | NS IN CS NV |
| Conference Date | 2023-09-07 - 2023-09-08 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Tohoku University |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Session management (SIP/IMS), Interoperability/Standardization, NGN/NwGN/Future networks, Cloud/Data center networks, SDN (OpenFlow, etc.)/NFV, IPv6, Machine learning, etc. |
| Paper Information | |
| Registration To | NS |
| Conference Code | 2023-09-NS-IN-CS-NV |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Joint Experiment of Interworking Multi-vendors' AI via TM Forum Open API toward Autonomic QoS Management of Cloud Native Services |
| Sub Title (in English) | |
| Keyword(1) | Cloud Native Services |
| Keyword(2) | Machine Learning |
| Keyword(3) | Failure Detection |
| Keyword(4) | Network Service Design |
| Keyword(5) | Resource Management |
| Keyword(6) | |
| Keyword(7) | |
| Keyword(8) | |
| 1st Author's Name | Takahiro Hirayama |
| 1st Author's Affiliation | National Institute of Information and Communications Technology (NICT) |
| 2nd Author's Name | Masahiro Jibiki |
| 2nd Author's Affiliation | National Institute of Information and Communications Technology (NICT) |
| 3rd Author's Name | Takuya Miyasaka |
| 3rd Author's Affiliation | KDDI CORPORATION/KDDI Research Inc. (KDDI/KDDI Research Inc.) |
| 4th Author's Name | Toshiki Watanabe |
| 4th Author's Affiliation | NEC Corporation (NEC) |
| 5th Author's Name | Satoshi Akabori |
| 5th Author's Affiliation | NEC Corporation (NEC) |
| 6th Author's Name | Takayuki Kuroda |
| 6th Author's Affiliation | NEC Corporation (NEC) |
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| Speaker | Author-1 |
| Date Time | 2023-09-08 13:55:00 |
| Presentation Time | 25 minutes |
| Registration for | NS |
| Paper # | NS2023-63 |
| Volume (vol) | vol.123 |
| Number (no) | no.177 |
| Page | pp.65-70 |
| #Pages | 6 |
| Date of Issue | 2023-08-31 (NS) |
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