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Finding Needles in the Observability Haystack - Managing Kubernetes Monitoring Data

Offered By: CNCF [Cloud Native Computing Foundation] via YouTube

Tags

Observability Courses Data Analysis Courses Machine Learning Courses Kubernetes Courses Prometheus Courses Log Management Courses

Course Description

Overview

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Explore strategies for managing the influx of monitoring data in Kubernetes environments in this 23-minute conference talk by Ivan Nečas and Katya Gordeeva from Red Hat. Learn how to move beyond basic monitoring setups to gain deeper insights from your observability stack. Discover techniques for correlating different signals, understanding precursors to alerts, and applying data science methods to time-series data. Gain practical knowledge on leveraging Prometheus/Thanos for alerts, incorporating logs, and utilizing AI/ML approaches. Access a repository of tools and visualizations to help tackle Kubernetes data overload and improve your cluster's situational awareness.

Syllabus

Finding Needles in the Observability Haystack - Ivan Nečas & Katya Gordeeva, Red Hat


Taught by

CNCF [Cloud Native Computing Foundation]

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