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Zero-Touch Network on Industrial IoT: An End-to-End Machine Learning Approach. (arXiv:2204.12605v1 [cs.LG])
cs.LG updates on arXiv.org arxiv.org
Industry 4.0-enabled smart factory is expected to realize the next revolution
for manufacturers. Although artificial intelligence (AI) technologies have
improved productivity, current use cases belong to small-scale and single-task
operations. To unbound the potential of smart factory, this paper develops
zero-touch network systems for intelligent manufacturing and facilitates
distributed AI applications in both training and inferring stages in a
large-scale manner. The open radio access network (O-RAN) architecture is first
introduced for the zero-touch platform to enable globally controlling
communications …
arxiv industrial industrial iot iot learning machine machine learning network