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AIOps Essentials (Autoscaling Kubernetes with Prometheus Metrics)

Offered By: A Cloud Guru

Tags

Prometheus Courses Kubernetes Courses Linear Regression Courses Autoscaling Courses AIOps Courses

Course Description

Overview

This course establishes a baseline for AIOps by utilizing Prometheus for managing time-series metrics produced by Node Exporter and cAdvisor. The course guides the student through the fundamental concepts required for AIOps and the use of streaming metrics to influence autoscaling. The culmination of the course is the integration of the Prometheus rules with the Kubernetes APIServer to scale nodes in an active Kubernetes cluster.Interactive Diagram: https://interactive.linuxacademy.com/diagrams/AIOpsEssentials.html

Syllabus

  • Introduction
  • Monitoring and Metrics
  • Exporting Metrics For AIOps
  • Alerts and Triggers
  • Using Linear Regression With Kubernetes
  • Scaling an Infrastructure
  • Summation

Taught by

John David Marx

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