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Paper Abstract and Keywords
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
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.
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
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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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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
Date of Issue 2008-09-14 (DE) 


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