Advanced Analytics 2 of 3: Advanced Tools for Plant-wide Data

    Tuesday, October 12, 2021: 8:30 AM - 9:45 AM EDT

    Speaker(s)

    Moderator
    Christian Welin
    Vice President, Analytics
    Cox Communications
    Speaker
    David Virag
    Distinguished System Engineer, Broadband Networks
    CommScope
    Speaker
    Petar Djukic
    Director, AI and Analytics
    Ciena
    Speaker
    Salvatore Torrente
    Director, Enterprise Architect
    Blue Planet, a division of Ciena

    Description

    In this second in a three-part workshop series about the intersection of advanced analytics and broadband network operations, technologists from CommScope and Ciena address different ways in which Artificial Intelligence (AI), Machine Learning (ML) and automation are being put to work -- with good outcomes. First, CommScope’s David Virag explores the use of network-oriented ML algorithms on full-band downstream spectrum (captured from cable modems) to automate RF impairment mediation. Next, Petar Djukic, Ciena/Blue Planet’s Director of AI and Analytics, covers the rise of “AutoML” (automated machine learning) to automate traffic forecasting -- by hitching a Deep Neural Network (DNN) to architecture data and a hyper-parameter search. Ciena’s Salvatore Torrente closes the workshop with the latest on Augmented Reality as a tool for solving the tricky and thankless task that is reconciling physical (network) inventory with network inventories. Cox’s Christian Welin moderates.

    Tracks:


    Super Tracks:



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