TY - GEN
T1 - An evaluation of a complex event processing engine
AU - Kuboi, Satoshi
AU - Baba, Kensuke
AU - Takano, Shigeru
AU - Murakami, Kazuaki
N1 - Publisher Copyright:
© 2014 IEEE.
Copyright:
Copyright 2015 Elsevier B.V., All rights reserved.
PY - 2014/9/29
Y1 - 2014/9/29
N2 - Complex event processing (CEP) is a technology for capturing what has happened in the real world from a huge amount of sensor data. This paper evaluates a CEP engine Esper to find an efficient method for CEP. The authors are trying to clarify the factors that affect the throughput of Esper. They investigated the effects on the throughput of the three factors: the input rate, the window size of the algorithm for processing events, and the length of a pattern for matching. The results of the evaluation show that the throughput of Esper is extremely decreased for some algorithms with a large window size and matching with a long pattern.
AB - Complex event processing (CEP) is a technology for capturing what has happened in the real world from a huge amount of sensor data. This paper evaluates a CEP engine Esper to find an efficient method for CEP. The authors are trying to clarify the factors that affect the throughput of Esper. They investigated the effects on the throughput of the three factors: the input rate, the window size of the algorithm for processing events, and the length of a pattern for matching. The results of the evaluation show that the throughput of Esper is extremely decreased for some algorithms with a large window size and matching with a long pattern.
UR - http://www.scopus.com/inward/record.url?scp=84918575427&partnerID=8YFLogxK
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U2 - 10.1109/IIAI-AAI.2014.48
DO - 10.1109/IIAI-AAI.2014.48
M3 - Conference contribution
AN - SCOPUS:84918575427
T3 - Proceedings - 2014 IIAI 3rd International Conference on Advanced Applied Informatics, IIAI-AAI 2014
SP - 190
EP - 193
BT - Proceedings - 2014 IIAI 3rd International Conference on Advanced Applied Informatics, IIAI-AAI 2014
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 3rd IIAI International Conference on Advanced Applied Informatics, IIAI-AAI 2014
Y2 - 31 August 2014 through 4 September 2014
ER -