Debugging Kubernetes Applications with GenAI and Machine Learning
Save Big on Coursera Plus. 7,000+ courses at $160 off. Limited Time Only! Grab it Discover how to simplify Kubernetes application debugging using GenAI and machine learning in this 46-minute tech talk. Explore the challenges of log analysis in complex Kubernetes deployments and learn how unsupervised machine learning and GenAI can automate root cause analysis (RCA). Watch a live demo of ScienceLogic's Skylar AI solution, designed to streamline RCA for Kubernetes operators. Gain insights into the benefits of automated RCA, understand how Skylar AI works, and explore key use cases. The presentation includes a Q&A session covering deployment, compatibility, real-time capabilities, log segmentation, data storage, integration with coding notebooks, and the solution's scope within the technology stack. Learn how to leverage AI-powered tools to efficiently troubleshoot and maintain Kubernetes applications.