Publication: AI-based Autonomous Control, Management, and Orchestration in 5G: from Standards to Algorithms
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2020-12-02
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IEEE
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Abstract
While the application of Artificial Intelligence (AI) to 5G networks has raised a strong interest, standard solutions to bring AI into 5G systems are still in their infancy and have a long way to go before they can be used to build an operational system. In this paper, we contribute to bridging the gap between standards and a working solution, by defining a framework that brings together the relevant standard specifications and complements them with additional building blocks. We populate this framework with concrete AI-based algorithms that serve different purposes towards developing a fully operational system. We evaluate the performance resulting from applying our framework to control, management and orchestration functions, showing the benefits that AI can bring to 5G systems.
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Artificial intelligence, Forecasting, Engines, Prediction algorithms, History, Data analysis, 3GPP
Bibliographic citation
IEEE network, 34(6), Pp. 14-20