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Ȩ > ¿¬±¸¹®Çå > ¿µ¹® ³í¹®Áö >
TIIS (Çѱ¹ÀÎÅͳÝÁ¤º¸ÇÐȸ)
TIIS (Çѱ¹ÀÎÅͳÝÁ¤º¸ÇÐȸ)
Current Result Document :
3
/ 3
ÀÌÀü°Ç
ÇѱÛÁ¦¸ñ(Korean Title)
An Efficient Complex Event Processing Algorithm based on INFA-HTS for Out-of-order RFID Event Streams
¿µ¹®Á¦¸ñ(English Title)
An Efficient Complex Event Processing Algorithm based on INFA-HTS for Out-of-order RFID Event Streams
ÀúÀÚ(Author)
Jianhua Wang
Tao Wang
Lianglun Cheng
Shilei Lu
¿ø¹®¼ö·Ïó(Citation)
VOL 10 NO. 09 PP. 4307 ~ 4325 (2016. 09)
Çѱ۳»¿ë
(Korean Abstract)
¿µ¹®³»¿ë
(English Abstract)
With the aim of solving the problems of long processing times, high memory consumption and low event throughput in the current processing approaches in out-of-order RFID event streams, an efficient complex event processing method based on INFA-HTS (Improved Nondeterministic Finite Automaton-Hash Table Structure) is presented in this paper. The contribution of this paper lies in the fact that we use INFA and HTS to successfully realize the detection of complex events for out-of-order RFID event streams. Specifically, in our scheme, to detect the disorder of out-of-order event streams, we expand the traditional NFA model into a new INFA model to capture the related RFID primitive events from the out-of-order event stream. To high-efficiently manage the large intermediate capturing results, we use the HTS to store and process them. As a result, these problems in the existing methods can be effectively solved by our scheme. The simulation results of our experiments show that our proposed method in this paper outperforms some of the current general processing approaches used to process out-of-order RFID event streams.
Å°¿öµå(Keyword)
Complex event processing
Out-of-order
RFID event stream
NFA
Hash table structure
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