Paper Abstract and Keywords |
Presentation |
2019-03-17 17:25
QoS-Aware Similar Data Reduction Method in On-demand Wide-Area Data Analysis System Kento Ikkaku, Shun Gokita, Makoto Kubota, Noriyuki Fukuyama (Fujitsu Lab.) CPSY2018-109 DC2018-91 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
Recently, needs for making it possible to utilize geo-distributed and accumulated data, such as video data recorded in a car drive recorder, from various services on demand are increasing. The approach of collecting all the data that meets an user request in the cloud greatly impairs responsiveness because the network bandwidth is low and it can not deal with dynamically changing the communication bandwidth and computer load in each edge node. In this paper, we use the fact that each edge node stores similar data having the same meaning as viewed from the service in duplicate, and propose a method to efficiently remove similar data adjusting to current bandwidth between edge nodes, which minimize the data collection completion time. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
Widely data analysis / IoT / similar data removal / / / / / |
Reference Info. |
IEICE Tech. Rep., vol. 118, no. 514, CPSY2018-109, pp. 187-192, March 2019. |
Paper # |
CPSY2018-109 |
Date of Issue |
2019-03-10 (CPSY, DC) |
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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CPSY2018-109 DC2018-91 |
Conference Information |
Committee |
CPSY DC IPSJ-SLDM IPSJ-EMB IPSJ-ARC |
Conference Date |
2019-03-17 - 2019-03-18 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
Nishinoomote City Hall (Tanega-shima) |
Topics (in Japanese) |
(See Japanese page) |
Topics (in English) |
ETNET2019 |
Paper Information |
Registration To |
CPSY |
Conference Code |
2019-03-CPSY-DC-SLDM-EMB-ARC |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
QoS-Aware Similar Data Reduction Method in On-demand Wide-Area Data Analysis System |
Sub Title (in English) |
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Keyword(1) |
Widely data analysis |
Keyword(2) |
IoT |
Keyword(3) |
similar data removal |
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1st Author's Name |
Kento Ikkaku |
1st Author's Affiliation |
Fujitsu Laboratories LTD. (Fujitsu Lab.) |
2nd Author's Name |
Shun Gokita |
2nd Author's Affiliation |
Fujitsu Laboratories LTD. (Fujitsu Lab.) |
3rd Author's Name |
Makoto Kubota |
3rd Author's Affiliation |
Fujitsu Laboratories LTD. (Fujitsu Lab.) |
4th Author's Name |
Noriyuki Fukuyama |
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Fujitsu Laboratories LTD. (Fujitsu Lab.) |
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Speaker |
Author-1 |
Date Time |
2019-03-17 17:25:00 |
Presentation Time |
20 minutes |
Registration for |
CPSY |
Paper # |
CPSY2018-109, DC2018-91 |
Volume (vol) |
vol.118 |
Number (no) |
no.514(CPSY), no.515(DC) |
Page |
pp.187-192 |
#Pages |
6 |
Date of Issue |
2019-03-10 (CPSY, DC) |
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