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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
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
Preventing Network Maintenance Collisions: Using Artificial Intelligence Models for Predicting Collisions in Planned Maintenance Activities
By Jordan Kupersmith, Cox Communications; Nate Bila, Cox Communications; Cherie Peirce, Cox Communications; Chase Durham, Cox Communications; Rob Arnold, Cox Communications
2024
Proactive Network Maintenance (PNM) Paves the Way for More Upstream Bandwidth
By Takashi Hayakawa, Mike O’Dell, Paul Schauer, Larry Wolcott; Comcast
2022
Augmented Reality for Network Visualization
By Joshua Seiden & Nishesh Shukla, Comcast Innovation Labs
2020
Exploring the Benefits of Network Intelligence Applications to Optimize HFC Networks Using a Data-Driven Design Approach
By Diana Linton, Charter Communications; Esteban Sandino, Charter Communications; Nader Foroughi, Technetix Inc.; Keith Auzenne, Charter Communications; Premton Bogaj, Technetix Inc.
2023
Detection and Classification of OFDMA Spectrum Impairments by Machine Learning
By Jude Ferreira, Comcast; Kevin Dugan, Comcast; Maher Harb, Comcast; Mike O’Dell, Comcast; Larry Wolcott, Comcast
2023
A Deep Learning Approach for Detecting RF Spectrum Impairments and Conducting Root Cause Analysis
By Kevin Dugan, Justin Evans, Maher Harb; Comcast
2022
Training Machines to Learn From Signal Meter Readings
By Gary Ventriglia, Jack Birnbaum, Robert Gonsalves, Anastasia Vishnyakova, Michael Kreisel & Larry Wolcott, Comcast Corporation
2020
Eating the Energy Elephant One Byte at A Time: Managing Energy Consumption Across the Cable Network
By Katie Flynn, Comcast Cable; Budd Batchelder, Comcast Cable
2023
Using Automated Live QC to Reduce Construction Costs and Improve Readiness
By Scott Johnston, Comcast; Anthony Curran, Comcast; Michael O’Dell, Comcast
2023
Photon Avatars in the Comcast Cosmos: An End-to-End View of Comcast Core, Metro and Access Networks
By Venk Mutalik, Steve Ruppa, Fred Bartholf, Bob Gaydos, Steve Surdam, Amarildo Vieira, Dan Rice; Comcast
2022
Two Years Of Deploying ITV/EBIF Applications – Comcast’s Lessons Learned
By Robert Dandrea, Ph.D., Comcast Cable
2010
Pairing IoT and AI to Reduce Network Maintenance Costs
By Goutam Agarwal, Rogers Communications; J. Clarke Stevens, Independent Consultant
2023
Comcast Underground: Innovative Fiber Deployments Over Existing Underground Critical Infrastructure
By Venk Mutalik, Pat Wike, Doug Combs, Alan Gardiner, Dan Rice; Comcast
2022
Maintenance And Emergency Restoration Of Fiber Optic Cable Systems
By Mike Genovese and Becky S. Frye, SIECOR Corporation
1990
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
An Innovative Data Driven Approach to Optimize WiFi Performance
By Maryam Miri, Rogers Communications Inc; Kevin Esdale, Rogers Communications Inc
2023
Machine Learning and Telemetry Improves Outside Plant Power Resiliency for More Reliable Networks
By Stephanie Ohnmacht, Matthew Stehman; Comcast
2022
Self-Service Dimensional Data Analytics: Scalable Patterns for Data-Driven Enterprises
By Francesco Dorigo, Bao Nguyen & Daniel Howell, Comcast
2018