Paper Abstract and Keywords |
Presentation |
2022-07-15 11:55
Delay and available bandwidth estimation using neural network Yuta Ushizuka, Ryoichi Kawahara (Toyo Univ.) NS2022-55 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
Network Function Virtualization (NFV)combines Virtual Network Function (VNF)to provide various network services, and flexible control is possible by dynamically changing the path in a virtual network such as Software Defined Networking (SDN).
However, when the path is dynamically changed, it is difficult to determine which path the packet was sent through, and it is difficult to estimate the delay by a method such as conventional network tomography that requires path information.
In this study, we propose a delay estimation method using a neural network that does not require path information as input. In addition, We also evaluate the applicability to available bandwidth estimation. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
NFV / VNF / neural network / delay / available bandwidth / / / |
Reference Info. |
IEICE Tech. Rep., vol. 122, no. 105, NS2022-55, pp. 137-142, July 2022. |
Paper # |
NS2022-55 |
Date of Issue |
2022-07-06 (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) |
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NS2022-55 |
Conference Information |
Committee |
NS SR RCS SeMI RCC |
Conference Date |
2022-07-13 - 2022-07-15 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
The Kanazawa Theatre + Online |
Topics (in Japanese) |
(See Japanese page) |
Topics (in English) |
Distributed Wireless Network, M2M (Machine-to-Machine),D2D (Device-to-Device),IoT(Internet of Things), etc |
Paper Information |
Registration To |
NS |
Conference Code |
2022-07-NS-SR-RCS-SeMI-RCC |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
Delay and available bandwidth estimation using neural network |
Sub Title (in English) |
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NFV |
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VNF |
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neural network |
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delay |
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available bandwidth |
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1st Author's Name |
Yuta Ushizuka |
1st Author's Affiliation |
Toyo University (Toyo Univ.) |
2nd Author's Name |
Ryoichi Kawahara |
2nd Author's Affiliation |
Toyo University (Toyo Univ.) |
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Speaker |
Author-1 |
Date Time |
2022-07-15 11:55:00 |
Presentation Time |
25 minutes |
Registration for |
NS |
Paper # |
NS2022-55 |
Volume (vol) |
vol.122 |
Number (no) |
no.105 |
Page |
pp.137-142 |
#Pages |
6 |
Date of Issue |
2022-07-06 (NS) |
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