为智能物联网应用设计和开发支持ai的边缘计算

D. Sivaganesan
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引用次数: 45

摘要

技术的进步和数字小型化的日益增加使设备变得越来越智能,物联网和云的出现使事情变得更好,为组织以及人们的工作和生活方式提供了有见地的建议。云范式在处理复杂性、服务供应延迟和不适当的资源调度方面的限制仍然是导致应用程序从云转移到边缘的一个原因。更重要的是,边缘计算中人工智能的出现已经成为人们关注的焦点,因为它提高了物联网应用的速度和范围。本文还提出了基于人工智能的边缘计算的设计,用于开发智能农业。
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DESIGN AND DEVELOPMENT AI-ENABLED EDGE COMPUTING FOR INTELLIGENT-IOT APPLICATIONS
The advancements in the technologies and the increase in the digital miniaturization day by day are causing devices to become smarter and smarter and the emergence of the internet of things and the cloud has made things even better with insightful suggestions for organization as well as the way the people work and lead their life. The limitations in the cloud paradigm in terms of processing complexity, the latency in the service provisioning and improper resource scheduling, remains as a reason leading to shifting of applications from cloud to edge. More over the emergence of the artificial intelligence in the edge computing has turned out to be center of attention as it improves the speed and the range of the IOT applications. The paper also puts forth the design of the AI-enabled Edge computing for developing a Smart Farming.
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