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Convolutional Neural Networks for Proactive Network Management
By Jude Ferreira, Maher Harb, Karthik Subramanya, Bryan Santangelo & Dan Rice, Comcast
2020
A Machine Learning Pipeline for D3.1 Profile Management
By Maher Harb, Jude Ferreira, Dan Rice, Bryan Santangelo & Rick Spanbauer, Comcast
2019
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
Practical Implementation of Profile Management Application
By Brady Volpe, NimbleThis and The VolpeFirm
2021
Proactive Customer Maintenance
By Andrew Joseph Milley, Cox Communications Inc
2019
The Fiber Folding Ruler: Creating a Common KPI Language for Operating Fiber Networks
By Robert-Jan van Minnen, MSc., Liberty Global; Jason Rupe, Ph.D., CableLabs
2024
Supercharging Proactive Network Maintenance by Leveraging Generative AI
By Santhana Chari, Ph.D., OpenVault; Mahesh Kanase, Ksolves
2024
DOCSIS 3.1 Profile Management Application and Algorithms
By Greg White and Karthik Sundaresan, Cable Television Laboratories, Inc.
2016
A Proactive Network Management Scheme for Mid-Split Deployment
By Lei Zhou, Robert Thompson, Robert Howald, John Chrostowski & Daniel Rice, Comcast Cable
2020
DOCSIS 3.1 Multicast Profile Management Mechanism
By Yanbin Sun, Tao Ouyang, and Hesham ElBakoury, Huawei Technologies Co.,Ltd.
2016
Using PNM Tools to Identify Misaligned Amplifiers
By Mike O'Dell, Comcast; Westley Darby, Comcast; Jason Rupe, CableLabs; Andy Martushev, Comcast; Alex Zayvelev, Comcast
2023
Characterizing Network Problems Using DOCSIS® 3.1 OFDM RxMER Per Subcarrier Data
By Ron Hranac, Cisco Systems; James Medlock, Akleza,Inc.; Bruce Currivan, JJP Development; Roger Fish & Tom Kolze, Broadcom; Jason Rupe & Tom Williams, CableLabs; Larry Wolcott, Comcast
2019
Using Historical Traffic Data to Schedule Service Interruptions for Minimum Customer Impact
By Jason Rupe & Colin Justis, CableLabs
2018
Improving Upstream Efficiency
By Karthik Sundaresan, Tom Williams, Sheldon Webster, Alberto Campos & Doug Jones, CableLabs
2021
The Conversational Network: AI-powered Language Models for Smarter Cable Operations
By Tyler Glenn, CableLabs; Jason Rupe Ph.D., CableLabs; Kyle Haefner Ph.D., CableLabs
2024
Upstream OFDMA Anomaly Detection and Triaging
By Jay Zhu & Karthik Sundaresan, CableLabs
2021
Solving All Our Problems…Sort of…Blockchain Integrity, Security, and Reliability for Cable Use Cases
By Steve Goeringer & Dr. Jason Rupe, CableLabs
2018
Navigating Interoperability Hurdles For XGS-PON Within the Cable Access Network
By Jon Schnoor, CableLabs; John Bevilacqua, CableLabs
2024
Exploring Programmatically Generated HFC Plant Topology
By Lin Cheng, CableLabs; L. Alberto Campos, CableLabs; Justin Riggert, Comcast Corporation; Larry Wolcott, Comcast Corporation
2023
Using Profile Management to operationalize the roll-off region in DOCSIS 3.1 HFC networks
By Diana Linton, Justin Stiles, Esteban Sandino, Roger Stafford, Vinod Dani, Jay Liew, Keith Auzenne; Charter Communications
2022