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Using Machine Learning to Automate Node Split Designs and HFC Augmentation Options
By Keith R. Hayes, IMMCO, Inc.
2020
The Intersection of HFC and 5G
By Keith R. Hayes, Broadband Advisors Group, LLC
2017
Capacity Planning, Traffic Engineering, and HFC Plant Evolution for the Next 25 Years
By Tom Cloonan, Ayham Al-Banna, Frank O’Keeffe & John Ulm, CommScope; Ruth Cloonan, BlueOpus
2019
Applications of Machine Learning in Cable Access Networks
By Karthik Sundaresan, Nicolas Metts, Greg White, Albert Cabellos-Aparicio, CableLabs
2016
Embracing Service Delivery Changes with Machine Learning
By Andrew Sundelin, Guavus, Inc.
2018
Simplifying Field Operations Using Machine Learning
By Sanjay Dorairaj, Bernard Burg & Nicholas Pinckernell, Comcast Corporation; Chris Bastian, SCTE
2017
Network Capacity and Machine Learning
By Dr. Claudio Righetti, Emilia Gibellini, Florencia De Arca, Carlos Germán Carreño Romano, Mariela Fiorenzo, Gabriel Carro & Fernando Rodrigo Ochoa, Cablevisión S.A.
2017
Lessons From Telco & Wireless Providers: Extending The Life Of The HFC Plant With New Technologies
By Tom Cloonan, Ayham Al-Banna, Mike Emmendorfer, Zoran Maricevic, Frank O’Keeffe, and John Ulm, ARRIS Group, Inc.
2015
Adaptive Power Management for Node Clusters
By Fernando X. Villarruel, Michael Mobley & Curt Dalton, Cisco Systems, Inc.; Lamar West, Ph.D., LEW Consulting, LLC
2018
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
Operationalizing Streaming Telemetry and Machine Learning Model Serving: Customer Experience Automation
By Nick Pinckernell & Scott Rome, Comcast
2020
Options for High-Efficiency HFC Return Architectures
By Eric Schweitzer, PhD, Harmonic Inc.
1999
Optimizing Video Customer Experience with Machine Learning
By Mariela Fiorenzo, Claudio Righetti, María Cecilia Raggio, Fernando Ochoa & Gabriel Carro, Telecom Argentina S.A.
2019
Machine Learning: The Past, Present and the Future
By Narayan Srinivasa, Intel Corporation
2016
Detecting Video Piracy with Machine Learning
By Matthew Tooley & Thomas Belford, NCTA – The Internet & Television Assocation
2019
A Machine Learning Pipeline for D3.1 Profile Management
By Maher Harb, Jude Ferreira, Dan Rice, Bryan Santangelo & Rick Spanbauer, Comcast
2019
Next Generation - Cable Access Network
By M. Emmendorfer, S. Shupe, D. Cummings, T. Cloonan Contributors: Z. Maricevic, M. Schemmann, B. Dawson, V. Mutalik, J.Howe, A. Al-Banna,and F. O'Keeffe, ARRIS
2011
Machine Learning Techniques for Equalizing Nonlinear Distortion
By Rob Thompson, Comcast; Xiaohua Li, State University of New York at Binghamton
2020
Distributed Digital HFC Architecture Expands Bi-Directional Capacity
By Oleh Sniezko, Doug Combs, Rei Brockett, Aurora Networks, Inc.
2013
A PNM System Using Artificial Intelligence, HFC Network Impairment, Atmospheric and Weather Data to Predict HFC Network Degradation and Avert Customer Impact
By Larry Wolcott, Michael O'Dell, Peter Kuykendall, Vishnu Gopal, Jason Woodrich & Nick Pinckernell, Comcast
2018