Smart Network: Graph-Based Network Analysis, Event Detection, and Outage Simulation
- Understanding the importance of real-time end-to-end visibility of the network footprint to monitor the health of the network and traffic flow
- Creating a blueprint by combining network topology with real-time device telemetry
- Exploring how to leverage graph algorithms to enhance the robustness, scalability, and intelligence of the network infrastructure
Nivedhitha Sridhar
Data Scientist
Comcast
Predictive Framework for Enhanced Wireline Network Reliability: Unveiling Anomalies and Streamlining Maintenance
- Enhancing network reliability and performance by developing a framework to predict wireline network failures
- Creating a tool with actionable insights to prioritize node maintenance and facilitate field maintenance technicians
- Evaluating operational benchmarks and KPIs to conducting root cause analysis and predict the future state of the network
- Using the framework to enable the effective allocation of resources and enhance overall efficiency of network operations
Madiha Sahar
Presenter
Rogers Telecommunications Inc.
Alarm Root Cause Analysis Using AI/ML in MSO Networks
- Balancing resources to investigate and manage networks
- Implementing AI/ML techniques to suppress alarms, locate and partition the root cause of an alarm storm with high accuracy
- Reducing time-to-solution to increase customer satisfaction and network reliability
Jonathan Kwan
Product Line Manager
Fujitsu
Moderator
Damian Poltz
Senior Vice President, Wireline Networks
Rogers Communications
