In this article, we survey the main models, techniques, concepts, and results centered on the design and performance evaluation of engineered systems that rely on a utilization-dependent component (UDC) whose operation may depend on its usage history or assigned workload. Specifically, we report on research themes concentrating on the characterization of the capacity of channels and the design with performance guarantees of remote estimation and queueing systems. Causes for the dependency of a UDC on past utilization include the use of replenishable energy sources to power the transmission of information among the sub-components of a networked system, and the assistance of a human operator for servicing a queue. Our analysis unveils the similarity of the UDC models typically adopted in each of the research themes, and it reveals the differences in the objectives and technical approaches employed. We also identify new challenges and future research directions inspired by the cross-pollination among the central concepts, techniques, and problem formulations of the research themes discussed.
翻译:在本篇文章中,我们调查了主要模型、技术、概念和成果,这些模型、技术、概念和成果都以依赖利用的工程系统的设计和绩效评价为中心,这些系统的运作可能取决于其使用历史或分配的工作量。具体地说,我们报告研究主题,侧重于频道能力的特点和设计,并有远距离估计和排队系统的性能保障。UDC对过去利用的依赖原因包括利用可补充的能源在联网系统各分部分之间输送信息,以及由人类操作者协助为排队提供服务。我们的分析揭示了UDC模式在每一个研究主题中通常采用的相似性,并揭示了在采用的目标和技术方法上的差异。我们还查明了因讨论研究主题的中心概念、技术和问题表述之间的交叉性而引发的新挑战和未来研究方向。