sFog: Seamless Fog Computing Environment for Mobile IoT Applications

Wei Bao, Dong Yuan, Zhengjie Yang, Shen Wang, B. Zhou, Stewart Adams, Albert Y. Zomaya
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引用次数: 18

Abstract

Fog computing is a promising solution to provide low-latency and ubiquitously available computation offloading services to widely distributed Internet of Things (IoT) devices with limited computing capabilities. One obstacle, however, is how to seamlessly hand over mobile IoT devices among different fog nodes to avoid service interruption. In this paper, we propose seamless fog (sFog), a new framework supporting efficient congestion control and seamless handover schemes. Intrinsically, sFog improves system performance during handovers (achieved by the handover scheme), and guarantees the performance does not degrade when handovers do not occur (achieved by the congestion control scheme). Through the congestion control scheme, jobs are efficiently offloaded without causing unnecessary system idling; through the handover scheme, jobs are pre-migrated to the target fog node when a handover is about to occur, in order to reduce migration delay. In order to evaluate the performance of sFog, we propose a theoretical framework and establish a real-world prototype. Both the theoretical and experimental results show that sFog achieves substantial delay reductions compared with traditional benchmark handover schemes.
sFog:移动物联网应用的无缝雾计算环境
雾计算是一种很有前途的解决方案,可以为计算能力有限的广泛分布的物联网(IoT)设备提供低延迟和无处不在的计算卸载服务。然而,一个障碍是如何在不同的雾节点之间无缝地移交移动物联网设备以避免服务中断。在本文中,我们提出了无缝雾(sFog),这是一个支持有效拥塞控制和无缝切换方案的新框架。从本质上讲,sFog在切换期间(由切换方案实现)提高了系统性能,并保证在不发生切换时(由拥塞控制方案实现)性能不降低。通过拥塞控制方案,可以有效地卸载作业,而不会造成不必要的系统空闲;通过切换方案,在即将发生切换时,将作业预迁移到目标雾节点,以减少迁移延迟。为了评估sFog的性能,我们提出了一个理论框架,并建立了一个现实世界的原型。理论和实验结果都表明,与传统的基准切换方案相比,sFog能够显著降低时延。
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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