Sunday, August 11, 2024

IBM's AI Recipes for Smarter Networks

How can AI revolutionize network management in the telecom industry?

Andrew Coward, GM, Software Networking from IBM explains:

  • Combining multiple AI methods and statistical models is crucial for effective network analysis and problem-solving
  • AI can identify and isolate issues across different network segments, from radio networks to core systems
  • Implementing AI-driven automation frameworks is essential for efficient configuration changes and reducing manual interventions



Introduction to AI in Networking (00:00)

Current State and Challenges (00:45)

IBM’s AI Strategy (02:00)

Real-world Example: Call Center Issues (03:30)

Systematic Analysis of Network Components (04:45)

Time-Series Data and AI Technologies (06:00)

Automating Remedial Actions with LLMs (07:15)

API Integration and Automation (08:30)

Future Work and Conclusion (09:45)

https://ngi.fyi/ainetwork24-ibm-andrew

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