While age of Information (AoI) has gained importance as a metric characterizing the fresh-ness of information in information-update systems and time-critical applications, most previous studies on AoI have been theoretical. In this chapter, we compile a set of recent works reporting API measurements in real-life networks and experimental testbeds, and investigating practical issues such as synchronization, the role of various transport layer protocols, congestion control mechanisms, application of machine learning for adaptation to network conditions, and device related bottlenecks such as limited processing power.
翻译:虽然信息时代作为一种衡量信息更新系统和时间紧迫应用中信息新鲜度的衡量标准,其重要性日益增强,但以往关于信息更新系统和时间紧迫应用的大多数研究都是理论性的,在本章中,我们汇编了最近的一系列工作,报告实时网络和实验试验试验台的API测量情况,并调查各种实际问题,如同步、各种运输层协议的作用、拥堵控制机制、应用机器学习适应网络条件,以及处理能力有限等与装置有关的瓶颈。