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›› 2015, Vol. 32 ›› Issue (3): 428-431.DOI: 10.7523/j.issn.2095-6134.2015.03.021

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Big data-based hot-spot real-time traffic monitoring system

SONG Rui1,2, YAO Zheng1   

  1. 1. University of Chinese Academy of Sciences, Beijing 100049, China;
    2. Taiji Computer Corporation Limited, Beijing 100091, China
  • Received:2014-03-21 Revised:2014-07-29 Online:2015-05-15

Abstract:

A big data-based hot-spot real-time traffic monitoring system is implemented. The system analyzes the passenger flow of each entry in real time, estimates the regular pattern of stay passengers in each hot-spot, and scientifically allocates resources for operation and administration. The period of the real-time processing in the system is shorter than 15 seconds, and the error rate of object detection is less than 7.5%. The operation results show that the system achieves the practical goals of real-time collection, analysis, and processing for big data.

Key words: traffic monitoring, big data, real-time processing, micro cloud network

CLC Number: