Title :
An Evaluation of a Complex Event Processing Engine
Author :
Kuboi, Satoshi ; Baba, Ken-ichi ; Takano, Shigeru ; Murakami, Kazuki
Author_Institution :
Kyushu Univ., Fukuoka, Japan
fDate :
Aug. 31 2014-Sept. 4 2014
Abstract :
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.
Keywords :
data handling; pattern matching; CEP engine; Esper; complex event processing engine; events processing; input rate; pattern matching; real world; sensor data; window size; Algorithm design and analysis; Automata; Computers; Engines; Pattern matching; Throughput; Writing;
Conference_Titel :
Advanced Applied Informatics (IIAIAAI), 2014 IIAI 3rd International Conference on
Conference_Location :
Kitakyushu
Print_ISBN :
978-1-4799-4174-2
DOI :
10.1109/IIAI-AAI.2014.48