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Advanced Monitoring and Performance Testing with ELK, Prometheus, Grafana
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ELK, Prometheus, Grafana
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Course Content
Course start date: 4/01/25
Category: DevOps
Section outline
Select section Day 1: ELK Stack Overview and Configuration
Day 1: ELK Stack Overview and Configuration
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ElasticSearch, Logstash, Kibana, Beats Overview
Setting Up ELK Stack on Azure (Ubuntu and Windows)
Elasticsearch Queries, REST API, and Cluster Configuration
Using Logstash and Kibana for Data Processing and Visualization
Select section Day 2: Prometheus and Grafana in Kubernetes
Day 2: Prometheus and Grafana in Kubernetes
Prometheus and Grafana Overview
Installing and Configuring in a Kubernetes Cluster
Creating and Managing Dashboards
Alert Management and PromQL Data Selection
Select section Day 3: Custom Grafana Dashboards
Day 3: Custom Grafana Dashboards
Dashboard Creation, Modification, and Management
Importing Dashboards and Library Panels
Using Public Dashboards
Select section Days 4-5: Performance Testing Basics and Advanced Scenarios
Days 4-5: Performance Testing Basics and Advanced Scenarios
Introduction to Non-Functional and Web Application Performance Testing
Understanding API Requests, Responses, and Protocols
Performance Testing Types: Stress, Load, and Endurance Testing
Metrics Analysis: Response Time, Throughput, Latency, Error Rate
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