Paper Abstract and Keywords |
Presentation |
2016-11-04 16:10
Realtime Predictive Maintenance with Lambda Architecture Yoji Yamato, Hiroki Kumazaki, Yoshifumi Fukumoto (NTT) SC2016-28 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
Recently, IoT technologies have been progressed and applications of maintenance area are expected. However, IoT maintenance applications are not spread in Japan yet because of insufficient analysis of real time situation, high cost to collect sensing data and to configure failure detection rules. In this paper, using lambda architecture concept, we propose a maintenance platform in which edge nodes analyze sensing data, detect anomaly, extract a new detection rule in real time and a cloud orders maintenance automatically, also analyzes whole data collected by batch process in detail, updates learning model of edge nodes to improve analysis accuracy. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
Jubatus / Predictive Maintenance / IoT / Lambda Architecture / Cloud Computing / Industrie 4.0 / / |
Reference Info. |
IEICE Tech. Rep., vol. 116, no. 287, SC2016-28, pp. 49-52, Nov. 2016. |
Paper # |
SC2016-28 |
Date of Issue |
2016-10-28 (SC) |
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) |
Download PDF |
SC2016-28 |
Conference Information |
Committee |
SC |
Conference Date |
2016-11-04 - 2016-11-04 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
Takigawa Memorial Hall, Kobe Univ. |
Topics (in Japanese) |
(See Japanese page) |
Topics (in English) |
Analysis and Synthesis of Service Design, etc. |
Paper Information |
Registration To |
SC |
Conference Code |
2016-11-SC |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
Realtime Predictive Maintenance with Lambda Architecture |
Sub Title (in English) |
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Keyword(1) |
Jubatus |
Keyword(2) |
Predictive Maintenance |
Keyword(3) |
IoT |
Keyword(4) |
Lambda Architecture |
Keyword(5) |
Cloud Computing |
Keyword(6) |
Industrie 4.0 |
Keyword(7) |
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Keyword(8) |
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1st Author's Name |
Yoji Yamato |
1st Author's Affiliation |
Nippon Telegraph and Telephone Corporation (NTT) |
2nd Author's Name |
Hiroki Kumazaki |
2nd Author's Affiliation |
Nippon Telegraph and Telephone Corporation (NTT) |
3rd Author's Name |
Yoshifumi Fukumoto |
3rd Author's Affiliation |
Nippon Telegraph and Telephone Corporation (NTT) |
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Speaker |
Author-1 |
Date Time |
2016-11-04 16:10:00 |
Presentation Time |
25 minutes |
Registration for |
SC |
Paper # |
SC2016-28 |
Volume (vol) |
vol.116 |
Number (no) |
no.287 |
Page |
pp.49-52 |
#Pages |
4 |
Date of Issue |
2016-10-28 (SC) |
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