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| Presentation | 2022-01-21 15:30 [Short Paper] NLN: Name-based Learning Network Towards Efficient Distributed Machine Learning Tomoki Hirayama, Li Ruidong (Kanazawa Univ.)  SeMI2021-58 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | With the increase in network traffic and the number of connected devices, future networks have recently been investigated. Among them, Named Data Networking (NDN) is a promising network paradigm for retrieving data from close server or router. Along this research line, in order to efficiently perform distributed machine learning, we propose a Name-based Learning Network (NLN), which efficiently enables asynchronous distributed learning and model aggregation. | |
| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | Named Data Network / Distributed Machine Learning / / / / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 121, no. 333, SeMI2021-58, pp. 26-29, Jan. 2022. | |
| Paper # | SeMI2021-58 | |
| Date of Issue | 2022-01-13 (SeMI) | |
| 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 | SeMI2021-58 |
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| Conference Information | |
| Committee | SeMI |
| Conference Date | 2022-01-20 - 2022-01-21 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Paper Information | |
| Registration To | SeMI |
| Conference Code | 2022-01-SeMI |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | NLN: Name-based Learning Network Towards Efficient Distributed Machine Learning |
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| Keyword(1) | Named Data Network |
| Keyword(2) | Distributed Machine Learning |
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| 1st Author's Name | Tomoki Hirayama |
| 1st Author's Affiliation | Kanazawa University (Kanazawa Univ.) |
| 2nd Author's Name | Li Ruidong |
| 2nd Author's Affiliation | Kanazawa University (Kanazawa Univ.) |
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| Speaker | Author-1 |
| Date Time | 2022-01-21 15:30:00 |
| Presentation Time | 10 minutes |
| Registration for | SeMI |
| Paper # | SeMI2021-58 |
| Volume (vol) | vol.121 |
| Number (no) | no.333 |
| Page | pp.26-29 |
| #Pages | 4 |
| Date of Issue | 2022-01-13 (SeMI) |
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