Redefining Operational Maturity in Kubernetes with Machine Learning and Automation

Explore how machine learning and intuitive automation are reshaping operational goals for cloud platform teams in this 16-minute conference talk from PlatformCon 2023. Discover the inevitable role of intelligent tooling in meeting objectives and potentially redefining approaches to initiatives like FinOps. Delve into the challenges faced by organizations as their cloud engineering practices mature, including the limitations of human decision-making based on complex resource utilization metrics and the time-consuming process of implementing changes through GitOps or Jira tickets. Learn how intelligent infrastructure automation tools can overcome these hurdles, reduce cognitive burden, and free up engineering teams to focus on a more diverse set of goals, even if it means challenging conventional cloud-native wisdom. Gain insights from Brian Likosar, Sr. Solution Architect at StormForge, on leveraging artificial intelligence to improve the quality of insights derived from complicated datasets and accelerate time-to-value in Kubernetes environments.

Redefining operational maturity in K8s with machine learning and automation | PlatformCon 2023