Benchmarking real-time vehicle data streaming models for a smart city

作者：

Highlights：

• State of the art of smart cities’ infrastructures is studied.

• A customizable simulator to generate thousands of driver’s real-time data is proposed.

• Performance comparison of two data streaming server models (Ztreamy & Apache Kafka).

• Distributed model solutions for real-time services with limited resources: 5 servers.

摘要

•State of the art of smart cities’ infrastructures is studied.•A customizable simulator to generate thousands of driver’s real-time data is proposed.•Performance comparison of two data streaming server models (Ztreamy & Apache Kafka).•Distributed model solutions for real-time services with limited resources: 5 servers.

论文关键词：Smart city,Data streaming,Big Data,Distributed systems,Simulator

论文评审过程：Received 30 March 2017, Revised 22 September 2017, Accepted 23 September 2017, Available online 29 September 2017, Version of Record 7 October 2017.

论文官网地址：https://doi.org/10.1016/j.is.2017.09.002