| 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 | 2018-08-03 11:00 Data prioritization based on contribution to prediction of mobile traffic Yoshinobu Yamada, Ryoichi Shinkuma, Takehiro Sato, Eiji Oki (Kyoto Univ.)  MoNA2018-18 |
|
| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | Recently, the demand for realtime and accurate prediction of mobile traffic has been growing. However, most conventional prediction techniques assumed that traffic logs at every unit time at every base station are perfectly available. This assumption is critical in realtime mobile traffic prediction because the volume of traffic log data is huge and they compete bandwidth with normal user application traffic. In this report, we propose a method that prioritizes traffic log data in the basis of the contribution to prediction accuracy. The proposed method enables us to reduce the volume of traffic log data while maintaining prediction accuracy. |
|
| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | / / / / / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 118, no. 170, MoNA2018-18, pp. 67-69, Aug. 2018. | |
| Paper # | MoNA2018-18 | |
| Date of Issue | 2018-07-26 (MoNA) | |
| 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 | MoNA2018-18 |
|
| Conference Information | |
| Committee | MoNA |
| Conference Date | 2018-08-02 - 2018-08-03 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Otaru Citizen Center |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Mobile Networks, Mobile Applications, etc. (tentative) |
| Paper Information | |
| Registration To | MoNA |
| Conference Code | 2018-08-MoNA |
| Language | English (Japanese title is available) |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Data prioritization based on contribution to prediction of mobile traffic |
| Sub Title (in English) | |
| Keyword(1) | |
| Keyword(2) | |
| Keyword(3) | |
| Keyword(4) | |
| Keyword(5) | |
| Keyword(6) | |
| Keyword(7) | |
| Keyword(8) | |
| 1st Author's Name | Yoshinobu Yamada |
| 1st Author's Affiliation | Kyoto University (Kyoto Univ.) |
| 2nd Author's Name | Ryoichi Shinkuma |
| 2nd Author's Affiliation | Kyoto University (Kyoto Univ.) |
| 3rd Author's Name | Takehiro Sato |
| 3rd Author's Affiliation | Kyoto University (Kyoto Univ.) |
| 4th Author's Name | Eiji Oki |
| 4th Author's Affiliation | Kyoto University (Kyoto Univ.) |
| 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 | () |
| Speaker | Author-1 |
| Date Time | 2018-08-03 11:00:00 |
| Presentation Time | 25 minutes |
| Registration for | MoNA |
| Paper # | MoNA2018-18 |
| Volume (vol) | vol.118 |
| Number (no) | no.170 |
| Page | pp.67-69 |
| #Pages | 3 |
| Date of Issue | 2018-07-26 (MoNA) |
[Return to Top Page]