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Paper Abstract and Keywords
Presentation 2024-03-01 13:00
A Study on Deadline Scheduling Scheme Based on Adaptive Feedback in Distributed Edge Computing
Atsushi Yoshii, Yusuke Ito, Hiroyuki Koga (Univ. of Kitakyushu) NS2023-234
Abstract (in Japanese) (See Japanese page) 
(in English) In recent years, delay-sensitive Internet of Things (IoT) services (e.g., automatic driving and remote control of robots) have attracted much attention. These IoT services have deadline constraints. Edge computing has been proposed to meet such deadline constraints. In edge computing, when an edge server (ES) receives a service request from a user, it executes a data collection and processing to generate feedback. If the task cannot be completed within the deadline time due to user access congestion, the task is divided into subtasks and offloaded to neighboring ESs or cloud server. These operations allow users to use various IoT services. However, the network and computing resources are limited. Therefore, it is an important issue to effectively utilize limited network and computing resources to maximize deadline achievement rate of IoT services in edge computing. We previously proposed a deadline scheduling based on feedback delays in edge computing. However, it may degrade deadline achievement rate of IoT services due to queue occupancy by some feedback on ESs. Moreover, we can expect that the deadline achievement rate of IoT services will be improved by adopting task aggregation in edge computing. In this study, we propose a new deadline scheduling scheme based on adaptive feedback in edge computing. We show the effectiveness of proposed scheme through simulation evaluations.
Keyword (in Japanese) (See Japanese page) 
(in English) Edge computing / Deadline Scheduling / Feedback Splitting and Aggregation / / / / /  
Reference Info. IEICE Tech. Rep., vol. 123, no. 397, NS2023-234, pp. 367-372, Feb. 2024.
Paper # NS2023-234 
Date of Issue 2024-02-22 (NS) 
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 NS2023-234

Conference Information
Committee NS IN  
Conference Date 2024-02-29 - 2024-03-01 
Place (in Japanese) (See Japanese page) 
Place (in English) Okinawa Convention Center 
Topics (in Japanese) (See Japanese page) 
Topics (in English) General 
Paper Information
Registration To NS 
Conference Code 2024-02-NS-IN 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) A Study on Deadline Scheduling Scheme Based on Adaptive Feedback in Distributed Edge Computing 
Sub Title (in English)  
Keyword(1) Edge computing  
Keyword(2) Deadline Scheduling  
Keyword(3) Feedback Splitting and Aggregation  
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1st Author's Name Atsushi Yoshii  
1st Author's Affiliation University of Kitakyushu (Univ. of Kitakyushu)
2nd Author's Name Yusuke Ito  
2nd Author's Affiliation University of Kitakyushu (Univ. of Kitakyushu)
3rd Author's Name Hiroyuki Koga  
3rd Author's Affiliation University of Kitakyushu (Univ. of Kitakyushu)
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Speaker Author-1 
Date Time 2024-03-01 13:00:00 
Presentation Time 25 minutes 
Registration for NS 
Paper # NS2023-234 
Volume (vol) vol.123 
Number (no) no.397 
Page pp.367-372 
#Pages 6 
Date of Issue 2024-02-22 (NS) 

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