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The Significance of Edge AI towards Real-time and Intelligent Enterprises

2023 International Conference on Intelligent and Innovative Technologies in Computing, Electrical and Electronics (IITCEE)(2023)

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摘要
Edge AI is a next-generation paradigm for crafting and running scores of real-time and rewarding applications and services for businesses and people. Edge AI is the powerful combination of two hugely popular domains of edge computing and artificial intelligence. Edge AI represents advanced version of edge analytics. With the consistent surge in AI models being produced through the training of AI algorithms (machine and deep learning) on datasets (training, validation and testing) for automating and accelerating a variety of business and people-centric tasks, the AI domain is being seen as a paradigm shift by IT pundits and business executives across the world. With the accumulation of IoT edge devices in our everyday environments (homes, hotels, hospitals, etc.), the computing, which generally happens in nearby and faraway cloud server clusters, moves over to IoT edge devices, which are called as networked embedded systems. This fusion of AI and edge computing is being proclaimed as the most promising and potential venture in the ensuing knowledge era. In this paper, we are to discuss the power of edge AI in setting up and sustaining real-time and intelligent enterprises, which are capable of bringing delights to their customers, partners, suppliers, resellers, and employees. Especially worldwide enterprises can elegantly envisage and experiment a brew of fresh possibilities and opportunities.
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关键词
Edge computing,edge analytics,edge clouds,edge AI,edge-native,serverless edge,blockchain for edge devices and data,5G for Edge AI,On-device data processing,edge intelligence,machine vision
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