Design and Implementation of A Distributed Complex Event Processing System

被引：0
|
作者：
Li Yan [1 ]
Shang Yanlei [1 ]
机构：
[1] Beijing Univ Posts & Telecommun, Networking & Switching Lab, Beijing, Peoples R China
来源：
SEVENTH INTERNATIONAL CONFERENCE ON ELECTRONICS AND INFORMATION ENGINEERING | 2017年 / 10322卷
关键词：
Complex Event Processing; Distributed Computation; Storm;
D O I：
10.1117/12.2265301
中图分类号：
TM [电工技术]; TN [电子技术、通信技术];
学科分类号：
0808 ; 0809 ;
摘要：
Making use of the massive events from event sources such as sensors and bank transactions and extract valuable information is of significant importance. Complex Event Processing (CEP), a method of detecting complex events from simple events stream, provides a solution of processing data in real time fast and efficiently. However, a single node CEP system can't satisfy requirements of processing massive event streams from multitudinous event sources. Therefore, this article designs a distributed CEP system, which combine Siddhi, a CEP engine, and Storm, a distributed real time computation architecture. This system can construct topology automatically based on the event streams and execution plans provided by users and process the event streams parallel. Compared with single node complex event system, the distributed system can achieve better performance.
引用
收藏
页数：8
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