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Digital Transformation Services: AL/ML Use Cases December 7 2022 Presentation

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Report Summary:

‘AL/ML Practical Use Cases in 2022/2023 & Beyond’ – AI Operations Examples - presented at Layer123 World Congress in London, UK on December 7th. 2022

Table of Contents

I. Seven AI/ML Use Cases for Operations & Maintenance 2022/2023

Monitoring, Visualization, Fault Isolation and Self-Healing with pre-emptive Fault Closure

  • i. One-screen, Whole Network, Real Time Visualization
  • ii. Intelligent Disaster Recovery (DR)
  • iii. NFV Cross-Domain Fault Isolation and Pre-emption
  • iv. Self Healing Network

Change Automation, On-demand Operations

  • v. Workbench: Automated Collaboration Across Vendors or Platforms
  • vi. Anomaly Detection, Root Cause Analysis (RCA) and Automated Resolution

Zero Touch Management

  • vii. Intelligent Zero Touch Operations

II. CSPs Focusing on Operational AI/ML to Reduce Costs, Simplify Operations and Mitigate Risk

III. Business Drivers for AI/ML and eventually Autonomous Networking (AN)

IV. AI/ML are creating Roadmap for Telecoms Autonomous Networking (AN) – TMForum AN Levels

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