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Scaling DAA: Automated Network Health Check for vCMTS Platform
By Marissa Eppes, Ilana Weinstein, Matthew Stehman; Comcast
2022
Scaling DAA: Smart, Continuous Network Health Monitoring for vCMTS with Machine Learning
By Ilana Weinstein, Comcast; Ramya Narayanaswamy, Comcast; Aaron Tomkins, Comcast; Nivedhitha Sridhar, Comcast
2023
Causality for Customer Experience Anomalies with Real-Time vCMTS Telemetry and Machine Learning
By Ilana Weinstein, Comcast Ramya Narayanaswamy, Comcast Federica Mutti, Comcast Aaron Tomkins, Comcast
2024
Solving The Mysteries of the Distributed Access Architecture
By Matthew Stehman, Ramya Narayanaswamy, Jude Ferreira & Robert Gaydos, Comcast
2021
Intelligent Outside Plant Power Operations with Machine Learning
By Matthew Stehman, Comcast; Chris D’Andrea, Comcast; Ilana Weinstein, Comcast
2023
Strategies for Continuous Integration and Continuous Deployment at Scale at the Network Edge aka The Pursuit of the Zero-Downtime Headend
By Quincy Iheme, Comcast TPX
2021
Humanoids Optional: Deploying vCMTS at Scale with Automation
By Bhanu Krishnamurthy & Gregory Medders, Comcast
2021
Machine Learning and Telemetry Improves Outside Plant Power Resiliency for More Reliable Networks
By Stephanie Ohnmacht, Matthew Stehman; Comcast
2022
Key Learnings from Comcast’s Use of Open Source Software in the Access Network
By Louis Donofrio & Qin Zang, Comcast Cable; Vignesh Ramamurthy, Infosys Consulting
2020
Rapid and Automated Production Scale Activation of Expanded Upstream Bandwidth
By Rob Thompson, Rob Howald, John Chrostowski, Dan Rice, Amarildo Vieira, Rohini Vugumudi & Zhen Lu, Comcast Cable
2021
DAA Field Deployment, Path to Scaling, and Digital Node Use Cases
By Jorge Salinger & Steve Sigman, Comcast Cable Communications
2020
vCMTS as a Service: Scalable and Extensible APIs
By De Fu Li, Comcast Jay Zhu, Comcast Berkay Aygun, Comcast Daniel Rice, Comcast Mody Niv, Comcast Suketu Bhatt, Comcast Andrey Skvirsky, Comcast
2024
Broadening the Reach of Broadband, Powered by Distributed Access Architecture
By Katherine Aiello, Robert Howald, Frank Eichenlaub, Jason Combs; Comcast
2022
Node Provisioning and Management in DAA
By Robert Gaydos, Mehul Patel & Joe Solomon, Comcast
2018
Too Many Cooks in the Kitchen: Fostering Organizational Cohesion by Digitizing the RPD
By De Fu Li, Comcast; Gregory Medders, Comcast; Eric Stonfer, Comcast; Bhanu Krishnamurthy, Comcast; Sinan Onder, Comcast; Mehul Patel, Comcast
2023
Practical Lessons of a DAA Deployment with a Virtualized CMTS
By Asaf Matatyaou, Harmonic, Inc.; Brian Bendt, Comporium
2019
Considerations for Moving Your Access Network to the Cloud (and Back)
By Michael O’Hanlon, Eric Heaton, Brendan Ryan, Richard Walsh, David Coyle, Pavel Belitskiy & Subhiksha Ravisundar, Intel Corporation – Network Platforms Group; Randy Levensalor, CableLabs
2021
Distributed Access Architecture Is Now Widely Distributed
By Dr. Robert Howald, Frank Eichenlaub & Adi Bonen, Comcast; Tobias Peck, EnerSys
2021
Graph Algorithms and Real-Time Telemetry for Intelligent Plant Operations
By Bob Lutz, Comcast; Matthew Stehman, Comcast
2023
Automating R-PHY in the Transition to vCMTS
By Douglas Johnson, Vecima Networks; Moe Iqbal, Cox
2024