Learn how Charter is applying deep learning for purposes of anomaly detection, by merging heterogeneous data from relevant sources to qualify and classify problem areas. Machine learning can help to classify events, provide actionable intelligence, and curtail network-impacting problems -- for a better overall and sustained customer experience. Charter’s Devin Levy characterizes Charter’s work with ML/AI to make technical operations more intelligent.
And: The similarities between DOCSIS-based proactive network management (PNM) and coherent optics are significant, especially to estimate and compensate for impairments like chromatic dispersion and polarization modal dispersion. CableLab’s Alberto Campos explains the operational use cases for PNM across different types of optical access architectures and modalities.