| Paper Abstract and Keywords |
| Presentation |
2026-06-22 10:25
Towards In-Network Signal Processing: Multiplierless Filtering in Data-Plane Syota Ono (UOsaka), Marika Morikawa, Kazuma Kaneko (MELCO), Junya Hara (UOsaka), Hirishi Higashi (KU), Shigenori Tani (MELCO), Yuichi Tanaka (UOsaka) SIP2026-2 BioX2026-2 IE2026-2 MI2026-2 |
| Abstract |
(in Japanese) |
(See Japanese page) |
| (in English) |
In this paper, we propose Signal Processing In Networks~(SPIN), that executes signal processing tasks directly on programmable switches, and present a multiplierless construction method for FIR filter banks. In-network computing has attracted attention for low-latency communication in applications such as IoT and machine learning. INSP leverages this paradigm to realize signal processing systems within the network. Considering the filter bank as a representative system, we implement the method on a programmable switch simulator and confirm improved classification accuracy as preprocessing for in-network machine learning. We further verify conformance to Intel Tofino ASIC constraints at the compiler level, demonstrating real-time processing. |
| Keyword |
(in Japanese) |
(See Japanese page) |
| (in English) |
in-network computing / in-network machine learning / signal processing / in-network signal processing / / / / |
| Reference Info. |
IEICE Tech. Rep., vol. 126, no. 83, SIP2026-2, pp. 7-12, June 2026. |
| Paper # |
SIP2026-2 |
| Date of Issue |
2026-06-15 (SIP, BioX, IE, MI) |
| 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 |
SIP2026-2 BioX2026-2 IE2026-2 MI2026-2 |
| Conference Information |
| Committee |
ITE-IST ITE-ME IE BioX SIP MI |
| Conference Date |
2026-06-22 - 2026-06-23 |
| Place (in Japanese) |
(See Japanese page) |
| Place (in English) |
|
| Topics (in Japanese) |
(See Japanese page) |
| Topics (in English) |
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| Paper Information |
| Registration To |
SIP |
| Conference Code |
2026-06-IST-ME-IE-BioX-SIP-MI |
| Language |
Japanese |
| Title (in Japanese) |
(See Japanese page) |
| Sub Title (in Japanese) |
(See Japanese page) |
| Title (in English) |
Towards In-Network Signal Processing: Multiplierless Filtering in Data-Plane |
| Sub Title (in English) |
|
| Keyword(1) |
in-network computing |
| Keyword(2) |
in-network machine learning |
| Keyword(3) |
signal processing |
| Keyword(4) |
in-network signal processing |
| Keyword(5) |
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| Keyword(6) |
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| 1st Author's Name |
Syota Ono |
| 1st Author's Affiliation |
The University of Osaka (UOsaka) |
| 2nd Author's Name |
Marika Morikawa |
| 2nd Author's Affiliation |
Mitsubishi Electric (MELCO) |
| 3rd Author's Name |
Kazuma Kaneko |
| 3rd Author's Affiliation |
Mitsubishi Electric (MELCO) |
| 4th Author's Name |
Junya Hara |
| 4th Author's Affiliation |
The University of Osaka (UOsaka) |
| 5th Author's Name |
Hirishi Higashi |
| 5th Author's Affiliation |
Kansai University (KU) |
| 6th Author's Name |
Shigenori Tani |
| 6th Author's Affiliation |
Mitsubishi Electric (MELCO) |
| 7th Author's Name |
Yuichi Tanaka |
| 7th Author's Affiliation |
The University of Osaka (UOsaka) |
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| Speaker |
Author-1 |
| Date Time |
2026-06-22 10:25:00 |
| Presentation Time |
25 minutes |
| Registration for |
SIP |
| Paper # |
SIP2026-2, BioX2026-2, IE2026-2, MI2026-2 |
| Volume (vol) |
vol.126 |
| Number (no) |
no.83(SIP), no.84(BioX), no.85(IE), no.86(MI) |
| Page |
pp.7-12 |
| #Pages |
6 |
| Date of Issue |
2026-06-15 (SIP, BioX, IE, MI) |