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Applications of Machine Learning in Cable Access Networks
By Karthik Sundaresan, Nicolas Metts, Greg White, Albert Cabellos-Aparicio, CableLabs
2016
Access Network Data Analytics
By Karthik Sundaresan & Jay Zhu, CableLabs
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
Can Future Networks Survive Without Artificial Intelligence?
By Dr. Claudio Righetti, Emilia Gibellini, Carlos Germán Carreño Romano & Gabriel Carro; Telecom Argentina S.A.
2019
Embracing Service Delivery Changes with Machine Learning
By Andrew Sundelin, Guavus, Inc.
2018
SDNized Cable Access Networks
By Karthik Sundaresan, CableLabs
2015
Configuring and Deploying Low Latency DOCSIS Networks
By Greg White & Karthik Sundaresan, CableLabs
2021
Latency Measurement: What is Latency and How Do We Measure It?
By Karthik Sundaresan, Greg White & Steve Glennon, CableLabs
2020
Low Latency DOCSIS: Overview And Performance Characteristics
By Greg White, Karthik Sundaresan & Bob Briscoe, CableLabs
2019
Machine Learning Applications in Cable TV Advertising: Usage and Challenges
By Srilal M Weerasinghe PhD, Charter Communications
2019
Understanding Latency across PON systems (With few comparisons to DOCSIS systems)
By Karthik Sundaresan, CableLabs; Evariste Some, CableLabs, & University of Colorado, Boulder
2022
A Latency Measurement System Using STAMP
By Karthik Sundaresan, CableLabs
2021
Encourage EVERY Employee to Learn and Utilize Data, Analytics, and Machine Learning (DAML)
By Robert Gray Wald, MS, SCTE® a subsidiary of CableLabs®
2022
Machine Learning and Proactive Network Maintenance: Transforming Today's Plant Operations
By Brady Volpe, The VolpeFirm and NimbleThis; Berk Ottlik, NimbleThis LLC
2021
Accurately Estimating D3.1 Channel Capacity
By Karthik Sundaresan, CableLabs
2017
Machine Learning and Telemetry Improves Outside Plant Power Resiliency for More Reliable Networks
By Stephanie Ohnmacht, Matthew Stehman; Comcast
2022
Simplifying Field Operations Using Machine Learning
By Sanjay Dorairaj, Bernard Burg & Nicholas Pinckernell, Comcast Corporation; Chris Bastian, SCTE
2017
A Machine Learning Pipeline for D3.1 Profile Management
By Maher Harb, Jude Ferreira, Dan Rice, Bryan Santangelo & Rick Spanbauer, Comcast
2019
Detecting Video Piracy with Machine Learning
By Matthew Tooley & Thomas Belford, NCTA – The Internet & Television Assocation
2019
DOCSIS 3.1 Profile Management Application and Algorithms
By Greg White and Karthik Sundaresan, Cable Television Laboratories, Inc.
2016