Hive:面向物联网资源共享的边缘中间件解决方案

A. Essameldin, Khaled A. Harras
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引用次数: 29

摘要

随着当今智能设备的空前普及,物联网愿景比以往任何时候都更加现实。由于在这些异构设备上运行的应用程序极其多样化,因此出现了许多中间件解决方案来解决与物联网相关的挑战。然而,这些解决方案在很大程度上依赖于云来实现更好的数据管理、集成和处理。这可能会危及隐私,增加延迟,并造成无法承受的流量负载。在本文中,我们提出了基于边缘的中间件架构和协议The Hive,它使异构边缘设备能够动态共享数据和资源,以增强应用程序的性能和隐私。我们实现了Hive的原型,测试了它的基本鲁棒性,展示了它的模块化,并通过在边缘设备上运行的真实世界的智能情感识别应用程序评估了它的性能。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
The Hive: An Edge-based Middleware Solution for Resource Sharing in the Internet of Things
With today's unprecedented proliferation in smart-devices, the Internet of Things Vision has become more of a reality than ever. With the extreme diversity of applications running on these heterogeneous devices, numerous middle-ware solutions have consequently emerged to address IoT-related challenges. These solutions however, heavily rely on the cloud for better data management, integration, and processing. This might potentially compromise privacy, add latency, and place unbearable traffic load. In this paper, we propose The Hive, an edge-based middleware architecture and protocol, that enables heterogeneous edge devices to dynamically share data and resources for enhanced application performance and privacy. We implement a prototype of the Hive, test it for basic robustness, show its modularity, and evaluate its performance with a real world smart emotion recognition application running on edge devices.
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