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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