| Paper Abstract and Keywords |
| Presentation |
2026-05-28 15:15
A Study on Sequential Optimization Method for Route Selection in Path Computation in Multi-Provider Optical Networks Takemasa Imada, Norihiro Fukumoto, Takuya Miyasaka (KDDI Research Inc.) ICM2026-3 |
| Abstract |
(in Japanese) |
(See Japanese page) |
| (in English) |
In multi-domain optical networks involving multiple collaborating operators, confidentiality constraints may limit the sharing of intra-domain resource availability, which in turn degrades path computation efficiency. In this study, we investigate a path-based Thompson Sampling (P-TS) approach that sequentially learns the order in which to attempt candidate paths derived from abstract topologies, using only the success or failure of optical path establishment as observable feedback.
Simulation results show that, with 100,000 connection requests, P-TS achieves a lower blocking probability than the representative heuristic KSP-FF for offered loads between 100 and 160 Erlang, with a maximum blocking probability reduction of 10.62%. We also confirm that, under the same request volume and load conditions, P-TS requires fewer path setup attempts on average than KSP-FF.
These results indicate that, even when operator domains do not expose resource availability information to the orchestrator and only limited feedback is observable, sequential path-based learning can reduce both blocking probability and the average number of setup attempts, provided that a sufficient number of samples are available. |
| Keyword |
(in Japanese) |
(See Japanese page) |
| (in English) |
APN / EON / Multi-Domain / RSA / Thompson Sampling / / / |
| Reference Info. |
IEICE Tech. Rep., vol. 126, no. 42, ICM2026-3, pp. 4-9, May 2026. |
| Paper # |
ICM2026-3 |
| Date of Issue |
2026-05-21 (ICM) |
| 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 |
ICM2026-3 |
| Conference Information |
| Committee |
ICM IPSJ-IOT IPSJ-CSEC |
| Conference Date |
2026-05-28 - 2026-05-29 |
| Place (in Japanese) |
(See Japanese page) |
| Place (in English) |
|
| Topics (in Japanese) |
(See Japanese page) |
| Topics (in English) |
|
| Paper Information |
| Registration To |
ICM |
| Conference Code |
2026-05-ICM-IOT-CSEC |
| Language |
Japanese |
| Title (in Japanese) |
(See Japanese page) |
| Sub Title (in Japanese) |
(See Japanese page) |
| Title (in English) |
A Study on Sequential Optimization Method for Route Selection in Path Computation in Multi-Provider Optical Networks |
| Sub Title (in English) |
|
| Keyword(1) |
APN |
| Keyword(2) |
EON |
| Keyword(3) |
Multi-Domain |
| Keyword(4) |
RSA |
| Keyword(5) |
Thompson Sampling |
| Keyword(6) |
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| Keyword(7) |
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| Keyword(8) |
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| 1st Author's Name |
Takemasa Imada |
| 1st Author's Affiliation |
KDDI Research Inc. (KDDI Research Inc.) |
| 2nd Author's Name |
Norihiro Fukumoto |
| 2nd Author's Affiliation |
KDDI Research Inc. (KDDI Research Inc.) |
| 3rd Author's Name |
Takuya Miyasaka |
| 3rd Author's Affiliation |
KDDI Research Inc. (KDDI Research Inc.) |
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| Speaker |
Author-1 |
| Date Time |
2026-05-28 15:15:00 |
| Presentation Time |
25 minutes |
| Registration for |
ICM |
| Paper # |
ICM2026-3 |
| Volume (vol) |
vol.126 |
| Number (no) |
no.42 |
| Page |
pp.4-9 |
| #Pages |
6 |
| Date of Issue |
2026-05-21 (ICM) |