Advance Analytics 3 of 3: Proactive and Predictive Maintenance

    Tuesday, October 12, 2021: 1:00 PM - 2:00 PM EDT


    Anastasia Vishnyakova
    Machine Learning Engineer
    Jan Neumann
    Senior Director, Applied AI Research
    Maryam Amiri
    Senior Network Architect


    In this third-of-three segments covering the intersections between advanced analytics and operations, engineers with Comcast and Ciena cover the application of telemetry and optimization in the Layer 2 and Layer 3 network. First, Comcast Engineer Anastasia Vishnyakova explains how machine learning (ML) and graph features can be applied to be proactive about what type of technician to dispatch, so as to more effectively restore or improve services. Next, Dr. Maryam Amiri, an AI/ML Applied Research Scientist for Ciena, will cover how AI can be used to perform network monitoring -- using less data, yet with a higher informational output, than traditional, specialized network monitors.


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