Assurance and supervision operations are disrupted with the ongoing transformation with machine learning pipelines and network data cloudification. This talk will present the Orange transformation on Assurance domain with PNM techniques and deep dive on ML suitable to Network data in the context of Fault, service degrdatations and customer impacts.
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