AI-Driven Rate Limiting for Scalable and Cost-Efficient APIs

AI-Driven Rate Limiting for Scalable and Cost-Efficient APIs

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07:12 Modern Threats: DDoS Attacks

7 of 14

7 of 14

07:12 Modern Threats: DDoS Attacks

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Classroom Contents

AI-Driven Rate Limiting for Scalable and Cost-Efficient APIs

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  1. 1 00:00 Introduction and Welcome
  2. 2 00:21 The Importance of Rate Limiting
  3. 3 00:58 Challenges with Traditional Rate Limiting
  4. 4 01:44 The Need for Intelligent Rate Limiting
  5. 5 02:08 Understanding the Current API Landscape
  6. 6 02:42 Flaws in Static Rate Limiting
  7. 7 07:12 Modern Threats: DDoS Attacks
  8. 8 09:26 Introducing AI-Powered Rate Limiting
  9. 9 11:14 Data Collection for AI Models
  10. 10 17:40 Engineering Features for AI Models
  11. 11 24:13 Training the AI Model
  12. 12 29:04 Deploying the AI Model
  13. 13 34:35 Real-World Results and Advanced Strategies
  14. 14 38:16 Conclusion and Contact Information

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