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Proactive Network Maintenance (PNM) Paves the Way for More Upstream Bandwidth
By Takashi Hayakawa, Mike O’Dell, Paul Schauer, Larry Wolcott; Comcast
2022
Right Technician at the Right Time: Using Machine Learning to Predict Network Maintenance Issues
By Anastasia Vishnyakova, Rama Mahajanam, Mike O’Dell, May Merkle-Tan, Catherine Hay & Lisa Pham, Comcast Cable
2021
Proactive Network Maintenance Evolution to the Optical Domain in Coherent Optics
By L. Alberto Campos, Ph.D. & Zhensheng (Steve) Jia, Ph.D., CableLabs & Larry Wolcott, Comcast
2018
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
Execute The Upstream Makeover Without Leaving Scars
By Dr. Robert Howald & Larry Wolcott, Comcast; Leslie Ellis, EllisEdits
2021
Water Can Run, But It Can’t Hide: PNM Finds Soaked Cables
By Kathy Fox, Nathan Zedan, James Kolcun & Larry Wolcott, Comcast; Jason Rupe, Tom Williams & Jay Zhu, CableLabs; Ron Hranac, SCTE Network Operations Subcommittee
2021
Full Band Capture Revisited
By Ron Hranac, Cisco Systems; Chad Campbell, Intraway; Roger Fish & Tom Kolze, Broadcom; Even Kristoffersen & Aleksander Soeberg, Telia Norge; James Medlock, Akleza; Jason Rupe & Tom Williams, CableLabs; Paul Schauer & Larry Wolcott, Comcast
2020
Profile Management Informed Proactive Network Maintenance
By Jason Rupe & Jingjie Zhu, CableLabs
2020
When Physical Layer Simulation Gets Real
By Ramya Narayanaswamy, Karthik Subramanya, Dr. Richard Prodan & Larry Wolcott, Comcast
2021
A General-Purpose Operations Cost Model to Support Proactive Network Maintenance and More
By Jason Rupe, Ph.D., CableLabs
2019
How Will Proactive Network Maintenance Change Under DOCSIS® 4.0?
By Ron Hranac; Jason Rupe, Ph.D. CableLabs®; Dan Torbet, CommScope; Brady Volpe, The Volpe Firm
2022
Improving Operational Intelligence for Maintaining Cable Networks
By Mike Spaulding, Comcast Corporation; Larry Wolcott, Comcast Corporation; Jason Rupe, CableLabs
2022
A Practical Approach to Virtualizing DOCSIS 3.1 Network Functions
By David S. Early, Applied Broadband, Inc.; Paul E. Schauer, Comcast; Jason K. Schnitzer, Applied Broadband, Inc
2017
Planned Maintenance Tool (PMT): A Data-Driven Approach to Recommending the Best Time for Planned-Maintenance
By Pete Quesada, Julianne Heinzmann, Nishesh Shukla, Resmi Vijayan, Mike O’Dell, May Merkle-Tan; Comcast Cable
2022
Machine Learning and Proactive Network Maintenance: Transforming Today's Plant Operations
By Brady Volpe, The VolpeFirm and NimbleThis; Berk Ottlik, NimbleThis LLC
2021
Kickstarting Proactive Network Maintenance with the Proactive Operations Platform and Example Application
By Jason Rupe, Ph.D. & Jingjie Zhu, CableLabs
2019
Machine Learning and Telemetry Improves Outside Plant Power Resiliency for More Reliable Networks
By Stephanie Ohnmacht, Matthew Stehman; Comcast
2022
Access Network Data Analytics
By Karthik Sundaresan & Jay Zhu, CableLabs
2017
Convolutional Neural Networks for Proactive Network Management
By Jude Ferreira, Maher Harb, Karthik Subramanya, Bryan Santangelo & Dan Rice, Comcast
2020
Training Machines to Learn From Signal Meter Readings
By Gary Ventriglia, Jack Birnbaum, Robert Gonsalves, Anastasia Vishnyakova, Michael Kreisel & Larry Wolcott, Comcast Corporation
2020