Paper Abstract and Keywords |
Presentation |
2017-07-27 12:05
Time series analysis of failure rates of equipments for telecommunication networks.
-- State space model using Bayesian inference -- Hiroyuki Funakoshi (NTT) CQ2017-35 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
The author has been analyzed the failure rate of telecommunication network equipments by time series analysis using ARIMA model, and has made predictions using the results. However, there are cases where it could not be predicted appropriately depending on the type of device. In this article, the author predict the state space model of failure rate by Bayesian inference. Moreover, the example of analysis using actual outage data is also shown. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
failure rate / time series analysis / state space model / Bayesian inference / / / / |
Reference Info. |
IEICE Tech. Rep., vol. 117, no. 159, CQ2017-35, pp. 37-42, July 2017. |
Paper # |
CQ2017-35 |
Date of Issue |
2017-07-20 (CQ) |
ISSN |
Print edition: ISSN 0913-5685 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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CQ2017-35 |
Conference Information |
Committee |
CQ |
Conference Date |
2017-07-27 - 2017-07-28 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
Kobe University |
Topics (in Japanese) |
(See Japanese page) |
Topics (in English) |
Assessment, Measurement and Control of QoE and QoS, etc. |
Paper Information |
Registration To |
CQ |
Conference Code |
2017-07-CQ |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
Time series analysis of failure rates of equipments for telecommunication networks. |
Sub Title (in English) |
State space model using Bayesian inference |
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failure rate |
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time series analysis |
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state space model |
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Bayesian inference |
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1st Author's Name |
Hiroyuki Funakoshi |
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Nippon Telegraph and Telephone Corp. (NTT) |
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Speaker |
Author-1 |
Date Time |
2017-07-27 12:05:00 |
Presentation Time |
25 minutes |
Registration for |
CQ |
Paper # |
CQ2017-35 |
Volume (vol) |
vol.117 |
Number (no) |
no.159 |
Page |
pp.37-42 |
#Pages |
6 |
Date of Issue |
2017-07-20 (CQ) |
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