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 |
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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ICM2019-10 |
Conference Information |
Committee |
ICM |
Conference Date |
2019-07-11 - 2019-07-12 |
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(See Japanese page) |
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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) |
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Edge Computing |
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Resource Allocation |
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Data Placement |
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Online Optimization |
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1st Author's Name |
Xun Shao |
1st Author's Affiliation |
Kitami Institute of Technology (Kitami Tech) |
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Speaker |
Author-1 |
Date Time |
2019-07-11 15:05:00 |
Presentation Time |
40 minutes |
Registration for |
ICM |
Paper # |
ICM2019-10 |
Volume (vol) |
vol.119 |
Number (no) |
no.111 |
Page |
pp.25-30 |
#Pages |
6 |
Date of Issue |
2019-07-04 (ICM) |