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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
Full Scale Deployment of PMA
By Maher Harb, Bryan Santangelo, Dan Rice & Jude Ferreira, Comcast
2020
What Gets Measured Gets Done / What Gets Analyzed Gets Transformed: Analytics for a Wider/Deeper Network View
By Venk Mutalik, Dan Rice, Karthik Subramanya & Jon-en Wang, Comcast
2018
Roaring into the ‘20s with 10G
By Dr. Robert Howald, Robert Thompson, Sebnem Ozer, Daniel Rice & Larry Wolcott, Comcast; Dr. Tom Cloonan, Dr. Ruth Cloonan & John Ulm, CommScope; Jan Ariesen, Technetix
2020
Access Network Data Analytics
By Karthik Sundaresan & Jay Zhu, CableLabs
2017
Employing Neural Networks for Improved Root Cause Analysis in Service Provider Clouds
By Helen Zeng, Ph.D. & Robert McIntyre, VMware
2020
A Proactive Network Management Scheme for Mid-Split Deployment
By Lei Zhou, Robert Thompson, Robert Howald, John Chrostowski & Daniel Rice, Comcast Cable
2020
Profile Management Informed Proactive Network Maintenance
By Jason Rupe & Jingjie Zhu, CableLabs
2020
Approaches to Latency Management: Combining Hopby-Hop and End-to-End Networking
By Sebnem Ozer, Ph.D., Carl Klatsky, Dan Rice & John Chrostowski, Comcast
2020
Dynamic Data Collection & Configuration Management
By Rohini Vugumudi, Hany Fame, Pardeep Singh & Zhen Lu, Comcast
2020
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
Operationalizing the Grey Optics Architecture
By Venk Mutalik, Dan Rice, Bob Gaydos, Doug Combs & Pat Wike, Comcast
2020
Fifty Shades of Grey Optics: A Roadmap for Next Generation Access Networks
By Venk Mutalik, Bob Gaydos, Dan Rice & Doug Combs, Comcast
2019
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
Demand Side Management Considerations In Advanced Network Deployment
By Dean Ericson, Dan Carter, Media Management Services, Inc.
1994
Access Capacity Planning: Staying Well Ahead of Customer Demand Helped Ensure Stability During COVID-19
By Bruce E. Barker Jr., Claude Bou Abboud & Erik Neeld, Comcast Cable
2020
Applications of Machine Learning in Cable Access Networks
By Karthik Sundaresan, Nicolas Metts, Greg White, Albert Cabellos-Aparicio, CableLabs
2016
Practical Lessons from D3.1 Deployments and a Profile Management Application
By Karthik Sundaresan, Jay Zhu & Mayank Mishra, CableLabs; James Lin, Kyrio/CableLabs
2019
Accelerating the Virtualization: Introducing Hybrid Fiber Shelf into the Mix
By Venk Mutalik, Bob Gaydos, Dan Rice & Jorge Salinger, Comcast
2020