Hybrid Fiber Coaxial (HFC) Spectrum Efficiency and Quality - Systematically Evolving Networks using Profile Management Platform (PMA) (2022)

By Jay Liew, Charter Communications

In this paper, we’ll discuss the techniques used to evaluate plant conditions and how Charter’s Autonoma is used to repair them. Autonoma is one of Charter’s data platforms used to standardize data and software engineering by delivering Charter’s network data needs under one program and making all network data and models available companywide. Profile Management Application (PMA) is a use case running on Autonoma that aims to focus on the entire data life cycle, including: • Streaming and data acquisition capability; • The ability to analyze data using data engineering for governed analytics data sets with ML capability; • An automation platform that focuses on closed-loop implementations for various use cases. We'll also discuss optimizing spectrum usage on plants with ingress and roll-off impairments on highsplit deployments.

By clicking the "Download Paper" button, you are agreeing to our terms and conditions.

Similar Papers

Using Profile Management to operationalize the roll-off region in DOCSIS 3.1 HFC networks
By Diana Linton, Justin Stiles, Esteban Sandino, Roger Stafford, Vinod Dani, Jay Liew, Keith Auzenne; Charter Communications
2022
Management Aspects Of A Hybrid Fiber Coaxial (HFC) Network
By Gojo Strkic, Mark Chapman of Philips Broadband Networks Inc
1995
Field Experiences with US OFDMA and Using US Profile Management
By Karthik Sundaresan & Jay Zhu, CableLabs; João Pedro Fernandes, NOS
2020
Practical Lessons from D3.1 Deployments and a Profile Management Application
By Karthik Sundaresan, Jay Zhu & Mayank Mishra, CableLabs; James Lin, Kyrio/CableLabs
2019
A Machine Learning Pipeline for D3.1 Profile Management
By Maher Harb, Jude Ferreira, Dan Rice, Bryan Santangelo & Rick Spanbauer, Comcast
2019
Layer 1 Considerations for Extended Spectrum Utilization in Hybrid Fiber Coax & Distributed Access Architecture Networks
By Ron Wolfe, Charter Communications, Inc.
2019
Deploying PMA-Enabled OFDMA in Mid-Split and High-Split
By Maher Harb, Dan Rice, Kevin Dugan, Jude Ferreira, Robert Lund; Comcast
2022
Cable and Mobile Convergence: A Vision from the Cable Communities Around the World
By Jennifer Andréoli-Fang, PhD, CableLabs; John T. Chapman, Ian Campbell, & Mark Grayson, Cisco; Ahmed Bencheikh, Praveen Srivastava & Vikas Sarawat, Charter Communications; Drew Davis & Paul Blaser, Cox Communications; Damian Poltz & Dave Morley, Shaw Communications; Eduardo Panciera, Telecom Argentina; Philippe Perron, Sylvain Archambault, Eric Menu, Géraldine Trouillard & David Lagacé, Videotron; Gavin Young & Bruno Cornaglia, Vodafone
2020
Practical Implementation of Profile Management Application
By Brady Volpe, NimbleThis and The VolpeFirm
2021
New Generation Data Governance for Charter Network:1
By Jay Liew, Mark Teflian, Bruce Bacon, Jay Brophy & Randy Pettus, Charter Communications
2019
More Results >>