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Performance Analysis of Different Push Notification Services Implementation on Vehicle Sharing Application

机译:车辆共享应用中不同推送通知服务实现的性能分析

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摘要

Notification is one of the most important communication features that should exist on smartphone’s applications. The implementation of the push notification system may increase the interaction between users and the usage of Vehicle Sharing’s services. Vehicle Sharing applicationis an Android-based application that is being studied in our experiment. The goal is to create a safe platform for vehicle sharing as a part of an intelligent transportation system. Therefore, it is necessary to implement an efficient push notification system to enhance the user experience.This paper describes the implementation and performance evaluation of several push notification services, i.e., Google Cloud Messaging (GCM), IMF Push Bluemix, and Telegram API. Stress tests with variation of concurrent request were conducted to evaluate the implementation. The result showsthat the GCM service outperform others with minimum messages received of 95,09%. It is followed by the IMF Push services with 85,44% messages received and subsequently the Telegram API with 52,50% messages received. The performance evaluation was conducted by collecting and analyzing the latency,jitter, packet loss and throughput of each push services through three scenarios. The result shows that the GCM service performs better as a more reliable cloud-based push notification service on our Vehicle Sharing application with the mean latency of 209,65 ms, jitter of 107,62 ms, packetloss of 0%, and throughput of 8478,89 bit/s.
机译:通知是智能手机应用程序中应该存在的最重要的通信功能之一。推送通知系统的实现可以增加用户之间的交互和车辆共享服务的使用。车辆共享应用程序在我们的实验中正在研究的基于Android的应用程序。目标是为智能运输系统的一部分创建一个安全的车辆共享平台。因此,有必要实现有效的推送通知系统以增强用户体验。本文介绍了几个推送通知服务的实现和性能评估,即Google Cloud Messaging(GCM),IMF推送Bluemix和电报API。进行了并发请求变化的压力测试以评估实施。结果显示GCM服务优于其他邮件,收到95,09%的最低消息。其后的IMF推送服务,收到了85,44%的消息,随后收到了52,50%的邮件电报API。通过三种场景收集和分析每个推送服务的延迟,抖动,数据包丢失和吞吐量来进行性能评估。结果表明,GCM服务在我们的车辆共享应用程序上作为一种更可靠的基于云的推送通知服务,其平均等待时间为209,65毫秒,抖动为107,62毫秒,包数为0%,以及8478的吞吐量,89位/秒。

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