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Paper Abstract and Keywords
Presentation 2023-03-02 14:50
Initial Edge Server Placement Method for Decreasing Transfer Probability Using k-means++
Kohei Ogawa, Sumiko Miyata (SIT) IN2022-85
Abstract (in Japanese) (See Japanese page) 
(in English) Mobile edge computing is gaining attention as a solution to the increasing network traffic load. Mobile edge computing is a concept in which multiple servers are distributed to shorten the distance between users and servers, and is expected to reduce traffic load. In general, the construction of a mobile edge computing system requires the allocation of edge servers and the assignment of edge servers to which users' jobs will be sent. Existing methods have not discussed the nature of the differences in results depending on the initial values taken, including the utilization ratio, which is the load on the edge servers in queueing theory. Therefore, this study discusses utilization and demonstrates the effectiveness of the initial value setting method using the k-means++ method.
Keyword (in Japanese) (See Japanese page) 
(in English) Edge computing / Clustering / Optimization problem / Queueing theory / Traffic load / / /  
Reference Info. IEICE Tech. Rep., vol. 122, no. 407, IN2022-85, pp. 115-120, March 2023.
Paper # IN2022-85 
Date of Issue 2023-02-23 (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)
Download PDF IN2022-85

Conference Information
Committee IN NS  
Conference Date 2023-03-02 - 2023-03-03 
Place (in Japanese) (See Japanese page) 
Place (in English) Okinawa Convention Centre + Online 
Topics (in Japanese) (See Japanese page) 
Topics (in English) General 
Paper Information
Registration To IN 
Conference Code 2023-03-IN-NS 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Initial Edge Server Placement Method for Decreasing Transfer Probability Using k-means++ 
Sub Title (in English)  
Keyword(1) Edge computing  
Keyword(2) Clustering  
Keyword(3) Optimization problem  
Keyword(4) Queueing theory  
Keyword(5) Traffic load  
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Keyword(8)  
1st Author's Name Kohei Ogawa  
1st Author's Affiliation Shibaura Institute of Technology (SIT)
2nd Author's Name Sumiko Miyata  
2nd Author's Affiliation Shibaura Institute of Technology (SIT)
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Speaker Author-1 
Date Time 2023-03-02 14:50:00 
Presentation Time 20 minutes 
Registration for IN 
Paper # IN2022-85 
Volume (vol) vol.122 
Number (no) no.407 
Page pp.115-120 
#Pages 6 
Date of Issue 2023-02-23 (IN) 

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