Automation of Monitoring and Optimization of Docker Containers Using Artificial Intelligence

Automation of Monitoring and Optimization of Docker Containers Using Artificial Intelligence

연구 분야: Software Development

학회: 2025 24th International Symposium INFOTEH-JAHORINA (INFOTEH)

The increasing adoption of Docker containers in modern software development requires effective monitoring and optimization to ensure high performance and efficient resource utilization. This paper provides an overview of the various tools and technologies that leverage artificial intelligence (AI) to automate the monitoring and optimization of Docker containers. The authors explore the capabilities of AI-driven tools such as machine learning-based anomaly detection, predictive analytics, and automated resource management. By examining these tools, the authors highlight their benefits in enhancing container performance, scalability, and availability. Through comparative analysis, the strengths and limitations of each tool and their impact on container management are discussed. The findings underscore the potential of AI to revolutionize container monitoring and optimization, leading to more efficient and robust IT infrastructure.