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Operationalizing Streaming Telemetry and Machine Learning Model Serving: Customer Experience Automation
By Nick Pinckernell & Scott Rome, Comcast
2020
Encourage EVERY Employee to Learn and Utilize Data, Analytics, and Machine Learning (DAML)
By Robert Gray Wald, MS, SCTE® a subsidiary of CableLabs®
2022
Detection and Classification of OFDMA Spectrum Impairments by Machine Learning
By Jude Ferreira, Comcast; Kevin Dugan, Comcast; Maher Harb, Comcast; Mike O’Dell, Comcast; Larry Wolcott, Comcast
2023
Using Machine Learning to Automate Node Split Designs and HFC Augmentation Options
By Keith R. Hayes, IMMCO, Inc.
2020
Machine Learning Techniques for Equalizing Nonlinear Distortion
By Rob Thompson, Comcast; Xiaohua Li, State University of New York at Binghamton
2020
Network Fingerprinting and Classification in Practice
By John Mansor, Zach Simpson; OpenVault, LLC.
2022
Best Practices for A/B Testing Machine Learning Models
By Piper Williams, Charter Communications; Ryan Lewis, Charter Communications; Miranda Kroehl, Charter Communications; Veronica Bloom, Charter Communications; Brock Bose, Charter Communications
2023
Machine Learning Applications in Cable TV Advertising: Usage and Challenges
By Srilal M Weerasinghe PhD, Charter Communications
2019
Scaling DAA: Automated Network Health Check for vCMTS Platform
By Marissa Eppes, Ilana Weinstein, Matthew Stehman; Comcast
2022
Exploring Programmatically Generated HFC Plant Topology
By Lin Cheng, CableLabs; L. Alberto Campos, CableLabs; Justin Riggert, Comcast Corporation; Larry Wolcott, Comcast Corporation
2023
Using AI in Network Planning and Operations Forecasting
By Petar Djukic & Maryam Amiri, Ciena Canada
2021
Exploring the Benefits of Network Intelligence Applications to Optimize HFC Networks Using a Data-Driven Design Approach
By Diana Linton, Charter Communications; Esteban Sandino, Charter Communications; Nader Foroughi, Technetix Inc.; Keith Auzenne, Charter Communications; Premton Bogaj, Technetix Inc.
2023
Toward Automated Intelligent Resource Optimization for vCMTS Using Machine Learning
By Kieran Mulqueen, Michael O’Hanlon, Marcin Spoczynski, Brendan Ryan, Thijs Metsch, Leonard Feehan & Ruth Quinn, Intel
2018
Maximizing the Capacity and Reliability of a DOCSIS Network
By Matthew Olfert, Shaw Communications
2019
Access Network Operations Savings Through Extending Automation
By John Holobinko & Todd Greene, Cisco Systems, Inc.; Ron Zimmerman, Cox Communications, Inc.
2017
Utilizing Ingress as a Plant Maintenance Strategy
By Raymond J. Schneider
1998
Rethinking Customer Support: Proactive Customer Engagement
By Joe Keller & Sam Plant, Cox Communications
2019
Approaches for Proactively Managing Customer Experience and Reducing OPEX in a Cable Operations Environment
By Gary Cunha, ARRIS
2017
Smart Data Powers Service Layer Management for Network Operations 2.0
By Dr Vikram Saksena & Ryan Eccles, NetScout Systems
2020
A Proactive Network Management Scheme for Mid-Split Deployment
By Lei Zhou, Robert Thompson, Robert Howald, John Chrostowski & Daniel Rice, Comcast Cable
2020