Skip to main navigation Skip to search Skip to main content

RFID data processing with a data stream query language

  • Yijian Bai
  • , Fusheng Wang
  • , Peiya Liu
  • , Cario Zaniolo
  • , Shaorong Liu
  • University of California at Los Angeles
  • Siemens

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

80 Scopus citations

Abstract

RFID technology provides significant advantages over traditional object-tracking technologies and is increasingly adopted and deployed in real applications. RFID applications generate large volume of streaming data, which have to be automatically filtered, processed, and transformed into semantic data, and integrated into business applications. Indeed, RFID data are highly temporal, and RFID observations form complex temporal event patterns which can be very different for various RFID applications. Thus, it is desirable to have a general RFID data processing framework with a powerful language, for the end users to express a variety of queries on RFID data streams, as well as detecting complex events patterns. While data stream management systems (DSMSs) are emerging for optimized stream data processing, they usually lack the language construct support for temporal event detection. In this paper, we discuss a stream query language to provide comprehensive temporal event detection, through temporal operators and extension of sliding-window constructs. With the integration of temporal event detection, a DSMS has the capability to serve as a powerful system for RFID data processing.

Original languageEnglish
Title of host publication23rd International Conference on Data Engineering, ICDE 2007
Pages1184-1193
Number of pages10
DOIs
StatePublished - 2007
Event23rd International Conference on Data Engineering, ICDE 2007 - Istanbul, Turkey
Duration: Apr 15 2007Apr 20 2007

Publication series

NameProceedings - International Conference on Data Engineering
ISSN (Print)1084-4627

Conference

Conference23rd International Conference on Data Engineering, ICDE 2007
Country/TerritoryTurkey
CityIstanbul
Period04/15/0704/20/07

Fingerprint

Dive into the research topics of 'RFID data processing with a data stream query language'. Together they form a unique fingerprint.

Cite this