New Frontiers in IoT: Networking, Systems, Reliability, and Security Challenges
New Frontiers in IoT: Networking, Systems, Reliability, and Security Challenges
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DOI：
10.1109/jiot.2020.3007690
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发表时间：
2020-05
影响因子：
10.6
通讯作者：
S. Bagchi;T. Abdelzaher;R. Govindan;Prashant Shenoy;Akanksha Atrey;Pradipta Ghosh;Ran Xu
中科院分区：
文献类型：
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作者：
S. Bagchi;T. Abdelzaher;R. Govindan;Prashant Shenoy;Akanksha Atrey;Pradipta Ghosh;Ran Xu
在本文中，物联网的盛开，对许多应用程序域受到了积极影响。使用它们的应用程序域以及越来越苛刻的协议被要求运行（例如视频和激光雷达处理），我们显示了这些开放挑战如何从基金会中受益。在其他领域（例如第五代网络蜂窝协议，机器学习模型降低和设备 - 边缘 - 库德卸载），然后由于其出色的特征而讨论了对可靠性，安全性和隐私性的独特挑战包括异质性，我们再次显示开放研究挑战如何从其他领域的可靠性，安全性和隐私进步中受益。
The field of IoT has blossomed and is positively influencing many application domains. In this article, we bring out the unique challenges this field poses to research in computer systems and networking. The unique challenges arise from the unique characteristics of IoT systems such as the diversity of application domains where they are used and the increasingly demanding protocols they are being called upon to run (such as video and LIDAR processing) on constrained resources (on-node and network). We show how these open challenges can benefit from foundations laid in other areas, such as fifth-generation network cellular protocols, machine learning model reduction, and device–edge–cloud offloading. We then discuss the unique challenges for reliability, security, and privacy posed by IoT systems due to their salient characteristics which include heterogeneity of devices and protocols, dependence on the physical environment, and the close coupling with humans. We again show how open research challenges benefit from the reliability, security, and privacy advancements in other areas. We conclude by providing a vision for a desirable end state for IoT systems.