网络物理系统编程的新模型和新方法(主题演讲)

Rajesh K. Gupta, Jason Koh, Dezhi Hong
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引用次数: 2

摘要

新兴的网络物理系统是通过网络边缘的传感和驱动与物理环境不断交互的分布式系统。在过去的十年中,嵌入式和控制系统社区一直在积极追求耦合反馈控制系统的愿景,该系统具有广泛的现实应用,从交通,智能建筑到人类健康。这些努力继续将智能处理推向边缘和近边缘设备,为高质量定时信息改进传感提供新功能,建立时间质量限制及其对控制算法稳定性的影响等。现在是时候将这些能力通过新兴的“堆栈”功能、软件和系统用于新兴应用,如交互式空间、建筑、智能城市等。在这次演讲中,我将回顾我们在将智能处理推向边缘或近边缘设备方面所做的努力,我们减轻识别任务的计算和内存需求的策略,以及确保高质量定时信息的策略。我将重点详述我们如何将物理空间和建筑环境视为由传感、驱动、处理和通信资源组成的,这些资源通过新兴的元数据模式和方法被动态发现并投入使用。这次演讲代表了CONIX中心(CONIX .io)和BRICK模式联盟(brickschema.org)正在进行的工作。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
New models and methods for programming cyber-physical systems (keynote)
Emerging cyber-physical systems are distributed systems in constant interaction with their physical environments through sensing and actuation at network edges. Over the past decade, the embedded and control systems community have vigorously pursued a vision of coupled feedback-controlled systems with a broad range of real-life applications from transportation, smart buildings to human health. These efforts have continued to push intelligent processing to edge and near-edge devices, provide new capabilities for improved sensing with high quality timing information, establish limits on the quality of time and its impact on the stability of control algorithms etc. It is now time to put these capabilities to use through the emerging “stack” of capabilities, software and systems for emerging applications such as interactive spaces, buildings, smart cities etc. In this talk I will review our efforts related to pushing intelligent processing to edge or near-edge devices, our strategies to lighten the computational and memory demands of recognition tasks, and strategies to ensure high quality of timing information. I will focus on detailing our vision of how we can treat physical spaces and built environments as consisting of sensing, actuation, processing and communication resources that are dynamically discovered and put to use through emerging meta-data schema and methods. The talk represents ongoing work under the CONIX center (conix.io) and BRICK schema consortium (brickschema.org)
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