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Detecting Video Piracy with Machine Learning
By Matthew Tooley & Thomas Belford, NCTA – The Internet & Television Assocation
2019
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
Data Collection, Interpretation Methodologies, and Challenges for Proactive Network Maintenance
By James Medlock, Akleza, Inc.; Ron Hranac, SCTE; Allen Maharaj, Rogers; Alexander Podarevsky, Promptlink Communications; Jason Rupe, CableLabs; Foad Towfiq, Promptlink Communications; Brady Volpe, Volpe Firm
2023
Embracing Service Delivery Changes with Machine Learning
By Andrew Sundelin, Guavus, Inc.
2018
Machine Learning: The Past, Present and the Future
By Narayan Srinivasa, Intel Corporation
2016
Field Experiences with US OFDMA and Using US Profile Management
By Karthik Sundaresan & Jay Zhu, CableLabs; João Pedro Fernandes, NOS
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
Unleashing Fiber Capacity by Jointly Optimizing D3.1 and RFoG Parameters
By Venk Mutalik & Brent Arnold Benny Lewandowski, ARRIS; Phil Miguelez, Comcast; Mike Cooper, Cox
2017
Accurately Estimating D3.1 Channel Capacity
By Karthik Sundaresan, CableLabs
2017
FDX & D3.1 Capacity Scenarios
By Karthik Sundaresan, CableLabs
2018
Machine Learning Techniques for Equalizing Nonlinear Distortion
By Rob Thompson, Comcast; Xiaohua Li, State University of New York at Binghamton
2020
Fastest Path to Low Latency Services
By Sebnem Ozer, Ph.D., Comcast
2021
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 Transformation Via Machine Learning
By Shamil Assylbekov, PhD. & Devin Levy, Charter Communications
2018
Machine Learning and Proactive Network Maintenance: Transforming Today's Plant Operations
By Brady Volpe, The VolpeFirm and NimbleThis; Berk Ottlik, NimbleThis LLC
2021
What Can Your CPE Tell You?
By Bryan Kelly, Comcast Cable
2019
Towards Predictable Low Latency DOCSIS Services
By Dan Rice, Comcast; Sebnem Ozer, Ph.D., Comcast; James Martin, Ph.D., Clemson University
2022
What Gets Measured Gets Done / What Gets Analyzed Gets Transformed: Analytics for a Wider/Deeper Network View
By Venk Mutalik, Dan Rice, Karthik Subramanya & Jon-en Wang, Comcast
2018
Bringing the Mid-Split Factory Online to Rapidly Produce Terabytes
By Serge Kasongo, Comcast, Field Operations; Dr. Robert Howald, Comcast, CONNECT; John Chrostowski, Comcast; Robert Thompson, Comcast
2022
Hybrid Fiber Coaxial (HFC) Spectrum Efficiency and Quality - Systematically Evolving Networks using Profile Management Platform (PMA)
By Jay Liew, Charter Communications
2022