Information: Join today and make your research activities more affordable! Technical workshop participation fees and annual registration fees are available at member rates.
Notice: [Important] Announcement of Changes to Registration Fee Payment and Manuscript Upload Procedures for IEICE Technical Meetings
IEICE Technical Committee Submission System
Conference Paper's Information		 Online Proceedings
[Sign in]
Tech. Rep. Archives
 Go Top Page Go Previous   [Japanese] / [English] 

Paper Abstract and Keywords
Presentation 2022-11-18 13:05
An Analysis of Model Parameters Propagation over Decentralized Federated Learning
Koshi Eguchi, Hideya Ochiai, Hiroshi Esaki (Univ. Tokyo) CAS2022-51 MSS2022-34
Abstract (in Japanese) (See Japanese page) 
(in English) Although there have been many studies on Decentralized Federated Learning (DFL), few have focused on the propagation of learning results among terminal nodes. In this study, we analyzed how the learning results of each node are propagated to other nodes in DFL by changing the connection configuration of nodes, learning models, and model aggregation coefficients. By doing so, we aim to elucidate how the learning results of one node are propagated to other nodes, so that DFL can be used more efficiently.
Keyword (in Japanese) (See Japanese page) 
(in English) Decentralized Federated Learning / Model Parameters / Non-IID data / / / / /  
Reference Info. IEICE Tech. Rep., vol. 122, no. 254, MSS2022-34, pp. 67-70, Nov. 2022.
Paper # MSS2022-34 
Date of Issue 2022-11-10 (CAS, MSS) 
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 CAS2022-51 MSS2022-34

Conference Information
Committee CAS MSS IPSJ-AL  
Conference Date 2022-11-17 - 2022-11-18 
Place (in Japanese) (See Japanese page) 
Place (in English)  
Topics (in Japanese) (See Japanese page) 
Topics (in English)  
Paper Information
Registration To MSS 
Conference Code 2022-11-CAS-MSS-AL 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) An Analysis of Model Parameters Propagation over Decentralized Federated Learning 
Sub Title (in English)  
Keyword(1) Decentralized Federated Learning  
Keyword(2) Model Parameters  
Keyword(3) Non-IID data  
Keyword(4)  
Keyword(5)  
Keyword(6)  
Keyword(7)  
Keyword(8)  
1st Author's Name Koshi Eguchi  
1st Author's Affiliation The University of Tokyo (Univ. Tokyo)
2nd Author's Name Hideya Ochiai  
2nd Author's Affiliation The University of Tokyo (Univ. Tokyo)
3rd Author's Name Hiroshi Esaki  
3rd Author's Affiliation The University of Tokyo (Univ. Tokyo)
4th Author's Name  
4th Author's Affiliation ()
5th Author's Name  
5th Author's Affiliation ()
6th Author's Name  
6th Author's Affiliation ()
7th Author's Name  
7th Author's Affiliation ()
8th Author's Name  
8th Author's Affiliation ()
9th Author's Name  
9th Author's Affiliation ()
10th Author's Name  
10th Author's Affiliation ()
11th Author's Name  
11th Author's Affiliation ()
12th Author's Name  
12th Author's Affiliation ()
13th Author's Name  
13th Author's Affiliation ()
14th Author's Name  
14th Author's Affiliation ()
15th Author's Name  
15th Author's Affiliation ()
16th Author's Name  
16th Author's Affiliation ()
17th Author's Name  
17th Author's Affiliation ()
18th Author's Name  
18th Author's Affiliation ()
19th Author's Name  
19th Author's Affiliation ()
20th Author's Name  
20th Author's Affiliation ()
21st Author's Name  
21st Author's Affiliation ()
22nd Author's Name  
22nd Author's Affiliation ()
23rd Author's Name  
23rd Author's Affiliation ()
24th Author's Name  
24th Author's Affiliation ()
25th Author's Name  
25th Author's Affiliation ()
26th Author's Name / /
26th Author's Affiliation ()
()
27th Author's Name / /
27th Author's Affiliation ()
()
28th Author's Name / /
28th Author's Affiliation ()
()
29th Author's Name / /
29th Author's Affiliation ()
()
30th Author's Name / /
30th Author's Affiliation ()
()
31st Author's Name / /
31st Author's Affiliation ()
()
32nd Author's Name / /
32nd Author's Affiliation ()
()
33rd Author's Name / /
33rd Author's Affiliation ()
()
34th Author's Name / /
34th Author's Affiliation ()
()
35th Author's Name / /
35th Author's Affiliation ()
()
36th Author's Name / /
36th Author's Affiliation ()
()
Speaker Author-1 
Date Time 2022-11-18 13:05:00 
Presentation Time 20 minutes 
Registration for MSS 
Paper # CAS2022-51, MSS2022-34 
Volume (vol) vol.122 
Number (no) no.253(CAS), no.254(MSS) 
Page pp.67-70 
#Pages 4 
Date of Issue 2022-11-10 (CAS, MSS) 

[Return to Top Page]

[Return to IEICE Web Page]
The Institute of Electronics, Information and Communication Engineers (IEICE), Japan