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Design and Implementation of Message Receiving and Storage System for Real-Time Vehicle Traffic Information

机译:实时车辆交通信息消息接收与存储系统的设计与实现

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In order to make travelling more convenient for the public, the traffic information service attracts more and more attention. Nowadays, based on the vehicle traffic information such as vehicle location, speed and route, pushing safety service information accurately and dynamically to the users is becoming a more and more important technology direction. Due to the large volume property of vehicle traffic information, it's a key technical difficulty to design an efficient and stable algorithm for collecting these information. Based on Internet Of Vehicles (IOV) technology, a solution of receiving and storing high-concurrency traffic information was proposed in this paper. The background and the system framework of the project were introduced briefly, followed by a storage performance requirement of the vehicle traffic information service system. Then, the design of data communication based on Netty framework was introduced and a data-receiving algorithm based on multi-thread and double-buffer was proposed. In addition, two data storage methods based on Mybatis were tested according the requirement mentioned above. In our experiment, the performance of the batch insert approach is one-third higher than the item-by-item insert approach, which gives a guidance to choose the batch insert approach in our system. The experimental results show that the data receiving and storage system proposed in the paper achieves higher efficiency and better stability, which can satisfy the requirements of receiving and storing vehicle traffic information well.
机译:为了使公众出行更加方便,交通信息服务受到越来越多的关注。如今,基于诸如车辆位置,速度和路线之类的车辆交通信息,准确,动态地向用户推送安全服务信息正成为越来越重要的技术方向。由于车辆交通信息量大,因此设计一种高效,稳定的算法来收集这些信息是关键技术难题。提出了一种基于车联网技术的高并发交通信息接收与存储解决方案。简要介绍了项目的背景和系统框架,然后介绍了车辆交通信息服务系统的存储性能要求。然后介绍了基于Netty框架的数据通信设计,提出了一种基于多线程和双缓冲区的数据接收算法。此外,根据上述要求,测试了两种基于Mybatis的数据存储方法。在我们的实验中,批量插入方法的性能比逐项插入方法高出三分之一,这为在我们的系统中选择批量插入方法提供了指导。实验结果表明,本文提出的数据接收和存储系统具有较高的效率和更好的稳定性,可以很好地满足车辆交通信息的接收和存储要求。

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