论文标题

空气计算:关于6G无线网络中新一代计算范式的调查

Air Computing: A Survey on a New Generation Computation Paradigm in 6G Wireless Networks

论文作者

Yamansavascilar, Baris, Ozgovde, Atay, Ersoy, Cem

论文摘要

新颖的应用程序对基础架构的需求与持续的技术突破所带来的内容之间存在着不断增长的种族。尤其是在智能设备的扩散和各种物联网要求之后,我们观察到具有不断增加的用户期望的优势,就出行,普遍性和实时响应而言。多年来,为了满足这些应用程序的要求,云计算提供了必要的计算能力,而边缘计算可确保低延迟。但是,这两个基本解决方案对于下一代应用不足,因为由于高度动态的负载,计算和通信瓶颈是不可避免的。因此,应使用不同的空气层进行3D网络结构,包括低空平台,高海拔平台和低地球轨道,以统一的方式为城市和农村地区进行协调的方式,以满足动态环境的要求。从这个角度来看,我们提出了一种称为空气计算的小说,下一代范式,该范式呈现出使用6G无线网络作为基本通信系统的各种应用程序的动态,响应和高分辨率计算和通信环境。在这项调查中,我们定义了空气计算的组成部分,详细研究其体系结构,并讨论其基本用例及其对下一代应用程序方案带来的优势。我们为空气计算的好处和挑战提供了详细的技术概述,作为一种新颖的范式,并发现了重要的未来研究方向。

There is an ever-growing race between what novel applications demand from the infrastructure and what the continuous technological breakthroughs bring in. Especially after the proliferation of smart devices and diverse IoT requirements, we observe the dominance of cutting-edge applications with ever-increased user expectations in terms of mobility, pervasiveness, and real-time response. Over the years, to meet the requirements of those applications, cloud computing provides the necessary capacity for computation, while edge computing ensures low latency. However, these two essential solutions would be insufficient for the next-generation applications since computational and communicational bottlenecks are inevitable due to the highly dynamic load. Therefore, a 3D networking structure using different air layers including Low Altitude Platforms, High Altitude Platforms, and Low Earth Orbits in a harmonized manner for both urban and rural areas should be applied to satisfy the requirements of the dynamic environment. In this perspective, we put forward a novel, next-generation paradigm called Air Computing that presents a dynamic, responsive, and high-resolution computation and communication environment for all spectrum of applications using the 6G Wireless Networks as the fundamental communication system. In this survey, we define the components of air computing, investigate its architecture in detail, and discuss its essential use cases and the advantages it brings for next-generation application scenarios. We provide a detailed and technical overview of the benefits and challenges of air computing as a novel paradigm and spot the important future research directions.

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