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Proactive Network Maintenance (PNM) Paves the Way for More Upstream Bandwidth
By Takashi Hayakawa, Mike O’Dell, Paul Schauer, Larry Wolcott; Comcast
2022
Embracing Service Delivery Changes with Machine Learning
By Andrew Sundelin, Guavus, Inc.
2018
Scaling DAA: Smart, Continuous Network Health Monitoring for vCMTS with Machine Learning
By Ilana Weinstein, Comcast; Ramya Narayanaswamy, Comcast; Aaron Tomkins, Comcast; Nivedhitha Sridhar, Comcast
2023
Leveraging Machine Intelligence and Operations Analytics
By Andrew Sundelin, Guavus
2017
Machine Learning: The Past, Present and the Future
By Narayan Srinivasa, Intel Corporation
2016
Pairing IoT and AI to Reduce Network Maintenance Costs
By Goutam Agarwal, Rogers Communications; J. Clarke Stevens, Independent Consultant
2023
Machine Learning Model for Customer Claim Prediction in HFC Subscribers
By Dr. Claudio Righetti, Telecom Argentina S.A.; Matilde Cuenca, Telecom Argentina S.A.; Dr. Diego Martinez Heimann, Telecom Argentina S.A.
2023
Operational Practices for Energy Conservation/Sustainability Measures in the Cable Outside Plant
By Daniel Howard, Enunciant, LLC; Chris Day, Analog Devices; Kevin Gantt, CommScope; John Holobinko, Cisco; Rob Howald & Dan Marut, Comcast; Dick Kirsche, ConsultKirsche; Todd Loeffelholz, Alpha; Kathleen Miles, PG&E; Rene Spee, Coppervale; Dean Stoneback, SCTE•ISBE; John Ulm, Arris; Lamar West & Dan Whitehouse, Hitachi Consulting
2018
From Manual to Automated: AI-Driven Network Engineering and Operations
By Nader Foroughi, Technetix Inc.; Chris Beem, Technetix Inc.; Diego Royo Moros, Technetix Inc.
2023
A Machine Learning Pipeline for D3.1 Profile Management
By Maher Harb, Jude Ferreira, Dan Rice, Bryan Santangelo & Rick Spanbauer, Comcast
2019
Graph Algorithms and Real-Time Telemetry for Intelligent Plant Operations
By Bob Lutz, Comcast; Matthew Stehman, Comcast
2023
Proactive Network and Technical Facilities Monitoring Using Standardized Scorecards
By Dr. Franklin Lartey, Cox Communications
2017
Optimizing Video Customer Experience with Machine Learning
By Mariela Fiorenzo, Claudio Righetti, María Cecilia Raggio, Fernando Ochoa & Gabriel Carro, Telecom Argentina S.A.
2019
How to Cook a Duck: The Importance of M-Learning
By Fernando Durman, Telecom SA; Damián Aguilar Cogan, Telecom SA
2023
Access Network Data Analytics
By Karthik Sundaresan & Jay Zhu, CableLabs
2017
Detecting Video Piracy with Machine Learning
By Matthew Tooley & Thomas Belford, NCTA – The Internet & Television Assocation
2019
Convolutional Neural Networks for Proactive Network Management
By Jude Ferreira, Maher Harb, Karthik Subramanya, Bryan Santangelo & Dan Rice, Comcast
2020
Training Machines to Learn From Signal Meter Readings
By Gary Ventriglia, Jack Birnbaum, Robert Gonsalves, Anastasia Vishnyakova, Michael Kreisel & Larry Wolcott, Comcast Corporation
2020
Multi Layered Unsupervised Machine Learning for Detection of Real Time Network Service Impairment
By Eric Frishman, Comcast; Devangna Kaushish, Comcast; Russell Harlin, Comcast; Aditya Vallabhajosyula, Comcast; Eswaramoorthy Subramaniam, Comcast
2023
Operational Transformation Via Machine Learning
By Shamil Assylbekov, PhD. & Devin Levy, Charter Communications
2018