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Artificial intelligence techniques and tools for performance testing & monitoring of server-less computing

  • Deepak Khatri,
  • Sunil Kumar Khatri,
  • Deepti Mishra

摘要

Serverless computing has gained popularity for its scalability and cost-effectiveness, but managing performance and monitoring presents unique challenges. This paper explores the application of Artificial Intelligence (AI) techniques and tools for performance testing and monitoring in serverless computing. Through a comprehensive literature analysis, the study identifies AI's potential to optimize resource allocation, predict workload patterns, detect anomalies, and enhance overall performance and reliability. The findings highlight AI's role in addressing challenges in serverless computing, offering insights for improving efficiency and reliability.