Implementing Virtualization on Single-Board Computers: A Case Study on Edge Computing

Comput. Pub Date : 2024-02-18 DOI:10.3390/computers13020054
Georgios Lambropoulos, S. Mitropoulos, C. Douligeris, Leandros A. Maglaras
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Abstract

The widespread adoption of cloud computing has resulted in centralized datacenter structures; however, there is a requirement for smaller-scale distributed infrastructures to meet the demands for speed, responsiveness, and security for critical applications. Single-Board Computers (SBCs) present numerous advantages such as low power consumption, low cost, minimal heat emission, and high processing power, making them suitable for applications such as the Internet of Things (IoT), experimentation, and other advanced projects. This paper investigates the possibility of adopting virtualization technology on Single-Board Computers (SBCs) for the implementation of reliable and cost-efficient edge-computing environments.The results of this study are based on experimental implementations and testing conducted in the course of a case study performed on the edge infrastructure of a financial organization, where workload migration was achieved from a traditional to an SBC-based edge infrastructure. The performance of the two infrastructures was studied and compared during this process, providing important insights into the power efficiency gains, resource utilization, and overall suitability for the organization’s operational needs.
在单板计算机上实现虚拟化:边缘计算案例研究
云计算的广泛应用导致了集中式数据中心结构的出现;然而,为了满足关键应用对速度、响应速度和安全性的要求,需要建立较小规模的分布式基础设施。单板计算机(SBC)具有功耗低、成本低、发热量小和处理能力强等诸多优势,适合物联网(IoT)、实验和其他先进项目等应用。本文研究了在单板计算机(SBC)上采用虚拟化技术来实施可靠且经济高效的边缘计算环境的可能性。本研究的结果基于在一家金融组织的边缘基础设施上进行的案例研究过程中进行的实验实施和测试,在该案例研究中,工作负载从传统的边缘基础设施迁移到了基于 SBC 的边缘基础设施。在这一过程中,研究人员对两种基础设施的性能进行了研究和比较,从而对功率效率的提高、资源利用率以及对企业运营需求的整体适用性提供了重要的见解。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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