5G Performance Testing of Mobile Chatbot Applications

V. Koumaras, Andreas Foteas, M. Kapari, C. Sakkas, H. Koumaras
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引用次数: 11

Abstract

A Chatbot is an application that is designed to provide automated contextual communication. Today most chatbots are implemented on top of or as a gateway to popular messaging services, such as Facebook Messenger, Skype and Viber. Chatbots can be classified into many categories regarding their usage, such as conversational commerce, customer support, education, marketing and others. Due to their agile deployment ability on top of virtualized and serverless environments,chatbots are expected to play a pivotal role in the forthcoming 5G networks, which support virtualization capabilities at the edge of the network, making feasible the provision of diversified chatbot services customized to each user needs and requests. However, chatbot QoS might be affected under congested network conditions or in areas with poor signal reception quality. Currently, the performance of the chatbot has not been researched, while the users are experiencing only the results of the potential QoS degradation, such as loss or re-ordering of messages. This paper provides an experimental study of the chatbot apps performance/QoS under different network and reception conditions. The experiment was conducted using the 5G mobile network emulation testbed created and provided by the EU-funded TRIANGLE project.
移动聊天机器人应用5G性能测试
Chatbot是一种旨在提供自动上下文通信的应用程序。如今,大多数聊天机器人都是在Facebook Messenger、Skype和Viber等流行的即时通讯服务之上或作为门户实现的。聊天机器人可以根据其用途分为许多类别,如会话商务、客户支持、教育、营销等。由于聊天机器人在虚拟化和无服务器环境上的敏捷部署能力,预计将在即将到来的5G网络中发挥关键作用,5G网络支持网络边缘的虚拟化功能,使根据每个用户的需求和请求提供多样化的聊天机器人服务成为可能。然而,在网络拥塞或信号接收质量较差的地区,聊天机器人的QoS可能会受到影响。目前,聊天机器人的性能还没有得到研究,而用户所体验到的只是潜在的QoS退化的结果,比如消息的丢失或重新排序。本文对聊天机器人应用程序在不同网络和接收条件下的性能/QoS进行了实验研究。实验使用由欧盟资助的TRIANGLE项目创建并提供的5G移动网络仿真试验台进行。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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