Convolutional Neural Networks for Proactive Network Management
By Jude Ferreira, Maher Harb, Karthik Subramanya, Bryan Santangelo & Dan Rice, Comcast
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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 |
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 |
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
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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 |
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 |
Dynamic Data Collection & Configuration Management
By Rohini Vugumudi, Hany Fame, Pardeep Singh & Zhen Lu, Comcast
|
2020 |
Demand Side Management Considerations In Advanced Network Deployment
By Dean Ericson, Dan Carter, Media Management Services, Inc.
|
1994 |
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 |
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 |
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 |
Repair the Ides Of March: COVID-19 Induced Adaption of Access Network Strategies
By Dr. Robert Howald, Comcast
|
2020 |
