Paper Abstract and Keywords |
Presentation |
2019-01-21 14:30
A Performance Evaluation of Queueing Systems with Finite Capacity by Machine Learning Suguru Nii, Takashi Okuda (Aichi Prefectural Univ.), Yutaka Ishibashi (Nagoya Inst. of Tech.) IN2018-75 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
IoT data processing systems have to handle massive, many kinds of data. Hence, it is important for designing IoT data processing systems to evaluate GI/G/s typed queueing systems. However, the exact solutions of GI/G/s typed queueing systems do not exist. In the previous study, we have evaluated a performance of GI/G/s typed queueing systems by machine learning. However, we have not evaluated GI/G/s(K) typed queueing systems with finite capacity. In this paper, we evaluate GI/G/s(K) typed queueing systems by using machine learning. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
IoT(Internet of Things) / queueing systems / machine learning / / / / / |
Reference Info. |
IEICE Tech. Rep., vol. 118, no. 408, IN2018-75, pp. 19-24, Jan. 2019. |
Paper # |
IN2018-75 |
Date of Issue |
2019-01-14 (IN) |
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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IN2018-75 |
Conference Information |
Committee |
IN |
Conference Date |
2019-01-21 - 2019-01-22 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
WINC AICHI |
Topics (in Japanese) |
(See Japanese page) |
Topics (in English) |
Contents Distribution, Social Networking Services, Data Analytics and Processing Platform, Big data, etc. |
Paper Information |
Registration To |
IN |
Conference Code |
2019-01-IN |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
A Performance Evaluation of Queueing Systems with Finite Capacity by Machine Learning |
Sub Title (in English) |
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Keyword(1) |
IoT(Internet of Things) |
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queueing systems |
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machine learning |
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1st Author's Name |
Suguru Nii |
1st Author's Affiliation |
Aichi Prefectural University (Aichi Prefectural Univ.) |
2nd Author's Name |
Takashi Okuda |
2nd Author's Affiliation |
Aichi Prefectural University (Aichi Prefectural Univ.) |
3rd Author's Name |
Yutaka Ishibashi |
3rd Author's Affiliation |
Nagoya Institute of Technology (Nagoya Inst. of Tech.) |
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Speaker |
Author-1 |
Date Time |
2019-01-21 14:30:00 |
Presentation Time |
25 minutes |
Registration for |
IN |
Paper # |
IN2018-75 |
Volume (vol) |
vol.118 |
Number (no) |
no.408 |
Page |
pp.19-24 |
#Pages |
6 |
Date of Issue |
2019-01-14 (IN) |
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