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Paper Abstract and Keywords
Presentation 2019-07-11 15:05
[Invited Talk] Joint Optimization of Computing Resources and Data Allocation for MEC: An Online Approach
Xun Shao (Kitami Tech) ICM2019-10
Abstract (in Japanese) (See Japanese page) 
(in English) In this work, we carry out an in-depth study on the interaction of computing resource allocation and data placement in mobile edge computing environments. Based on the analysis of the temporal and spatial characteristics of the two tasks, we propose a joint optimization framework that works with online manner. The proposed method employs hybrid timescales: a coarse-grained timescale to update the data placement and a fine-grained timescale to decide computing resource allocation. The proposed method achieves provable near-optimal performance without buffering users' requirements and does not assume that future trends in user requirements are predictable.
Keyword (in Japanese) (See Japanese page) 
(in English) Edge Computing / Resource Allocation / Data Placement / Online Optimization / / / /  
Reference Info. IEICE Tech. Rep., vol. 119, no. 111, ICM2019-10, pp. 25-30, July 2019.
Paper # ICM2019-10 
Date of Issue 2019-07-04 (ICM) 
ISSN Print edition: ISSN 0913-5685  Online edition: ISSN 2432-6380
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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Conference Information
Committee ICM  
Conference Date 2019-07-11 - 2019-07-12 
Place (in Japanese) (See Japanese page) 
Place (in English)  
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Paper Information
Registration To ICM 
Conference Code 2019-07-ICM 
Language English (Japanese title is available) 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Joint Optimization of Computing Resources and Data Allocation for MEC: An Online Approach 
Sub Title (in English)  
Keyword(1) Edge Computing  
Keyword(2) Resource Allocation  
Keyword(3) Data Placement  
Keyword(4) Online Optimization  
1st Author's Name Xun Shao  
1st Author's Affiliation Kitami Institute of Technology (Kitami Tech)
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Date Time 2019-07-11 15:05:00 
Presentation Time 40 
Registration for ICM 
Paper # IEICE-ICM2019-10 
Volume (vol) IEICE-119 
Number (no) no.111 
Page pp.25-30 
#Pages IEICE-6 
Date of Issue IEICE-ICM-2019-07-04 

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