A Survey on UAV-Enabled Edge Computing: Resource Management Perspective

计算机科学 边缘计算 服务器 边缘设备 资源管理(计算) GSM演进的增强数据速率 计算机网络 电信 云计算 操作系统
作者
Xiaoyu Xia,Sheik Mohammad Mostakim Fattah,Muhammad Ali Babar
出处
期刊:ACM Computing Surveys [Association for Computing Machinery]
卷期号:56 (3): 1-36 被引量:10
标识
DOI:10.1145/3626566
摘要

Edge computing facilitates low-latency services at the network’s edge by distributing computation, communication, and storage resources within the geographic proximity of mobile and Internet-of-Things devices. The recent advancement in Unmanned Aerial Vehicle (UAV) technologies has opened new opportunities for edge computing in military operations, disaster response, or remote areas where traditional terrestrial networks are limited or unavailable. In such environments, UAVs can be deployed as aerial edge servers or relays to facilitate edge computing services. This form of computing is also known as UAV-enabled Edge Computing (UEC), which offers several unique benefits such as mobility, line-of-sight, flexibility, computational capability, and cost-efficiency. However, the resources on UAVs, edge servers, and Internet-of-Things devices are typically very limited in the context of UEC. Efficient resource management is therefore a critical research challenge in UEC. In this article, we present a survey on the existing research in UEC from the resource management perspective. We identify a conceptual architecture, different types of collaborations, wireless communication models, research directions, key techniques, and performance indicators for resource management in UEC. We also present a taxonomy of resource management in UEC. Finally, we identify and discuss some open research challenges that can stimulate future research directions for resource management in UEC.
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