- Demonstrating the generation of a full network topology of healthy cable plant using DOCSIS 3.1 telemetry
– generated network topology includes lengths of cable spans and placement of amplifiers and taps - Insights into use cases of this technology: fault localization, augmenting existing maps
- Understanding the home and drop cable wiring with high precision
Agenda
AI & Automation
Smarter Networks by Design
- October 1
- 9:00 AM
- - 10:15 AM
- Full Access Pass Holders
MIND Your Design: Automated Network Topology Generation from Network Signals
The Art and Science of Pervasive Monitoring and Decision Making
- Understanding the concepts of pervasive, continuous and automatic discovery, and monitoring of the fiber network
- Highlighting the importance of real-time data strategy—timely collection, correlation, and application of high-value insights
- Showcasing how integrated data and network visibility tools enable proactive ticketing, collaboration, and reduced troubleshooting
Using Generative Design to Automate HFC Network Design
- Exploring how Generative Design applies AI and optimization algorithms to automate RF node placement in HFC network design
- Highlighting time savings and improved network performance by reducing manual design effort traditionally required
- Analyzing multiple optimization techniques for node-level design, including convergence speed and solution efficiency across various scenarios
- Addressing key design considerations such as RF levelling, power distribution, and fiber routing to support scalable and cost-effective network expansion
Look – We Are Twinning! Building Digital Twins to Help Improve Our Networks
- Introducing Comcast’s Digital Twin: a real-time, multi-layer, multi-vendor network representation for proactive fault detection and root cause analysis
- Showcasing automated topology discovery and AI/ML-powered insights for event grouping, predictive maintenance, and network optimization
- Demonstrating how “What-If” scenario modelling can improve resiliency, reduce latency, and unify the Core network infrastructure
Topic tags
- AI, Automation, Data, Digital Twin, DOCSIS®, Fiber, Hybrid Fiber-Coax (HFC), Modeling, Networks, Reliability, Telemetry
Access
- Full Access Pass Holders
- All timing - Washington, DC
