지원사업
학술연구/단체지원/교육 등 연구자 활동을 지속하도록 DBpia가 지원하고 있어요.
커뮤니티
연구자들이 자신의 연구와 전문성을 널리 알리고, 새로운 협력의 기회를 만들 수 있는 네트워킹 공간이에요.
논문 기본 정보
- 자료유형
- 학술저널
- 저자정보
- 저널정보
- 대한전기학회 Journal of Electrical Engineering & Technology Journal of Electrical Engineering & Technology Vol.13 No.2
- 발행연도
- 2018.3
- 수록면
- 989 - 997 (9page)
이용수
초록· 키워드
오류제보하기
Massive event stream brings us great challenges in its volume, velocity, variety, value and veracity. Picking up some valuable information from it often faces with long detection time, high memory consumption and low detection efficiency. Aiming to solve the problems above, an efficient complex event detection method based on NFA_HTS (Nondeterministic Finite Automaton_Hash Table Structure) is proposed in this paper. The achievement of this paper lies that we successfully use NFA_HTS to realize the detection of complex event from massive RFID event stream. Specially, in our scheme, after using NFA to capture the related RFID primitive events, we use HTS to store and process the large matched results, as a result, our scheme can effectively solve the problems above existed in current methods by reducing lots of search, storage and computation operations on the basis of taking advantage of the quick classification and storage technologies of hash table structure. The simulation results show that our proposed NFA_HTS scheme in this paper outperforms some general processing methods in reducing detection time, lowering memory consumption and improving event throughput.
목차
Abstract
1. Introduction
2. Related Works
3. Related Works
4. Experimental Results and Analysis
5. Conclusion
References
참고문헌 (37)
참고문헌 신청
Virgilio R D, Milicchio F. Physical design for distributed RFID-based supply chain management. DISTRIB PARALLEL DA, vol. 34, no. 1, pp. 3-32, 2016.
Piramuthu S, Zhou W. 5. RFID in food supply-chain management. RFID and Sensor Network Automation in the Food Industry: Ensuring Quality and Safety through Supply Chain Visibility. John Wiley & Sons, Ltd, 2016.
Zhai C, Zou Z, Chen Q, et al. Delay-Aware and Reliability-Aware Contention-Free MF-TDMA Protocol for Automated RFID Monitoring in Industrial IoT. Journal of Industrial Information Integration, vol. 3, pp. 8-19, 2016.
Ding K, Jiang P, Su S. RFID-enabled social manufacturing system for inter-enterprise monitoring and dispatching of integrated production and transportation tasks. ROBOT CIM-INT MANU, vol. 49, pp. 120-133, 2018.
Del G, Eugene W, Hee J, et.al. “SASE: Complex Event Proeessing over Streams,” In 3rd Biennial Conference on Innovative Data Systems Researeh. pp. 407-411, 2007.
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