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| Presentation | 2008-09-22 09:00 [Invited Talk] A Real-Time Event Stream Processing System for RFID Monitoring Applications Ge Yu, Yu Gu, Tiancheng Zhang, Shukuan Lin (Northeastern Univ., China)  DE2008-48 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | With rapid development of RFID technology, RFID devices are being applied widely in various fields, from logistics, gate inspection, to cash transactions. In the ear future, all goods flow, people flow and money flow could be monitored under RFID devices, thus a huge amount of on-line RFID event streams are generated continually and need to be processed in real-time. By processing and analyzing those RFID data, many composite events and hiding events can be discovered, and many advanced applications such as emergency event detection and pre-warning can be supported. Due to the new features of RFID data in temporal and dynamics, uncertainty and heterogeneity, massive data amount, semantic complexity, the existing technology like active database and data stream management are hard to support RFID event processing effectively and efficiently. The paper first analyzes the characteristics of RFID event stream, makes a survey of the state-of-art technology over RFID event processing, and explores the challenge problems to be solved urgently. The research issues focus on RFID event modeling, RFID data cleaning, event detection algorithm, query optimization, real-time task scheduling, complex event processing, and system design. Finally, a high-performance real-time event stream processing system is presented, and related key modules are introduced. |
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| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | RFID / Complex Event Processing / Data Stream / Data Mining / Real-time / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 108, no. 211, DE2008-48, pp. 37-38, Sept. 2008. | |
| Paper # | DE2008-48 | |
| Date of Issue | 2008-09-14 (DE) | |
| ISSN | Print edition: ISSN 0913-5685 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 | DE2008-48 |
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| Conference Information | |
| Committee | DE |
| Conference Date | 2008-09-21 - 2008-09-22 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Paper Information | |
| Registration To | DE |
| Conference Code | 2008-09-DE |
| Language | English |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | A Real-Time Event Stream Processing System for RFID Monitoring Applications |
| Sub Title (in English) | |
| Keyword(1) | RFID |
| Keyword(2) | Complex Event Processing |
| Keyword(3) | Data Stream |
| Keyword(4) | Data Mining |
| Keyword(5) | Real-time |
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| 1st Author's Name | Ge Yu |
| 1st Author's Affiliation | Northeastern University, China (Northeastern Univ., China) |
| 2nd Author's Name | Yu Gu |
| 2nd Author's Affiliation | Northeastern University, China (Northeastern Univ., China) |
| 3rd Author's Name | Tiancheng Zhang |
| 3rd Author's Affiliation | Northeastern University, China (Northeastern Univ., China) |
| 4th Author's Name | Shukuan Lin |
| 4th Author's Affiliation | Northeastern University, China (Northeastern Univ., China) |
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| Speaker | Author-1 |
| Date Time | 2008-09-22 09:00:00 |
| Presentation Time | 45 minutes |
| Registration for | DE |
| Paper # | DE2008-48 |
| Volume (vol) | vol.108 |
| Number (no) | no.211 |
| Page | pp.37-38 |
| #Pages | 2 |
| Date of Issue | 2008-09-14 (DE) |
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