Scaling and Optimizing Prometheus and Grafana for Large Environmentsのトレーニングコース
Prometheus and Grafana are essential tools for monitoring in large-scale IT environments. This course delves into advanced techniques for scaling and optimizing these tools to handle high-traffic and distributed systems efficiently. Participants will gain practical knowledge on architecting resilient monitoring solutions for complex infrastructures.
This instructor-led, live training (online or onsite) is aimed at advanced-level DevOps engineers and SREs who wish to manage and scale Prometheus and Grafana for large environments effectively.
By the end of this training, participants will be able to:
- Architect Prometheus and Grafana for large-scale and distributed environments.
- Optimize Prometheus performance for high-traffic systems.
- Configure Grafana for large datasets and complex visualizations.
- Implement advanced troubleshooting and scalability strategies.
Format of the Course
- Interactive lecture and discussion.
- Lots of exercises and practice.
- Hands-on implementation in a live-lab environment.
Course Customization Options
- To request a customized training for this course, please contact us to arrange.
コース概要
Introduction to Large-Scale Monitoring
- Challenges of monitoring in high-traffic environments
- Scaling strategies for Prometheus and Grafana
- Architectural considerations for distributed systems
Scaling Prometheus
- Setting up Prometheus in a sharded environment
- Using Prometheus federation for large-scale systems
- Implementing Prometheus storage optimizations
Optimizing Grafana for Large Environments
- Configuring Grafana for handling large datasets
- Improving dashboard performance and loading times
- Best practices for complex visualizations
Distributed Monitoring with Prometheus and Grafana
- Integrating Prometheus with distributed tracing tools
- Monitoring microservices in Kubernetes environments
- Advanced alerting and notification strategies
Managing High Availability
- Setting up redundant Prometheus and Grafana instances
- Failover strategies for monitoring systems
- Ensuring data consistency and reliability
Troubleshooting and Debugging
- Identifying and resolving performance bottlenecks
- Debugging PromQL queries and dashboard configurations
- Common pitfalls in large-scale monitoring
Advanced Integrations
- Integrating Prometheus and Grafana with external databases
- Using Grafana plugins for enhanced functionality
- Leveraging third-party tools for extended monitoring
Summary and Next Steps
要求
- Strong understanding of Prometheus and Grafana basics
- Experience with Linux system administration
- Familiarity with distributed system architectures
Audience
- DevOps engineers
- Site Reliability Engineers (SREs)
Open Training Courses require 5+ participants.
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Consultancy Enquiry
お客様の声 (2)
Jose was an engaging trainer, and I appreciate him having to stay awa
Phil - Federal Court of Australia
コース - Prometheus Fundamentals
Real world knowledge from someone in the industry
Matthew Cerbas - Shield Consulting Solutions, Inc.
コース - Grafana
Upcoming Courses
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