智慧城市的移动资源:传感、通信、计算、存储和智能大融合的颠覆性视角

Yuguang Fang, Yiqin Deng, Xianhao Chen
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引用次数: 0

摘要

在任何城市的街道上,最常见的就是车辆。然而,它们大多用于运送人员或货物。如果它们也能承载传感、通信、计算、存储和智能(SCCSI)的资源和能力呢?我们将拥有一个用于监控城市的传感器网络、一个用于传输数据的强大通信器网络、一个用于进行数据分析和机器学习(ML)的计算能力网格、一个用于缓冲/缓存数据/优化任务的分布式存储网络,以及一套可移动的人工智能/ML 工具箱,供专门的智能应用使用。本文将介绍如何利用由 SCCSI 驱动的车辆来设计这样一个服务网络(简称 SCCSI 网络),从而以经济高效且可持续的解决方案帮助建设智慧城市。文章展示了传感、通信、计算、存储和智能等多维技术如何融合为一项统一技术,以解决新兴大规模应用对资源需求的巨大挑战。因此,在地面、空中和海上,由 SCCSI 驱动的车辆、SCCSI 网络可以使资源和能力移动起来,切实将 SCCSI 服务推向边缘!我们希望这篇文章能成为激发更多颠覆性思维的火花,以应对至关重要的重大挑战。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Resources on the Move for Smart City: A Disruptive Perspective on the Grand Convergence of Sensing, Communications, Computing, Storage, and Intelligence
The most commonly seen things on streets in any city are vehicles. However, most of them are used to transport people or goods. What if they also carry resources and capabilities for sensing, communications, computing, storage, and intelligence (SCCSI)? We will have a web of sensors to monitor the city, a network of powerful communicators to transport data around, a grid of computing power to conduct data analytics and machine learning (ML), a network of distributed storage to buffer/cache data/job for optimization, and a set of movable AI/ML toolboxes made available for specialized smart applications. This perspective article presents how to leverage SCCSI-empowered vehicles to design such a service network, simply called SCCSI network, to help build a smart city with a cost-effective and sustainable solution. It showcases how multi-dimensional technologies, namely, sensing, communications, computing, storage, and intelligence, converge to a unifying technology to solve grand challenges for resource demands from emerging large-scale applications. Thus, with SCCSI-empowered vehicles on the ground, over the air, and on the sea, SCCSI network can make resources and capabilities on the move, practically pushing SCCSI services to the edge! We hope this article serves as a spark to stimulate more disruptive thinking to address grand challenges of paramount importance.
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