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Kubernetes Observability

Observability is important for understanding the health, performance, and behavior of workloads deployed to Kubernetes. This Kubernetes course teaches participants how to use tools (Prometheus,...

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Duration 3 days
Course Code WA3642
Available Formats Classroom

Overview

Observability is important for understanding the health, performance, and behavior of workloads deployed to Kubernetes. This Kubernetes course teaches participants how to use tools (Prometheus, Elasticsearch, Fluentd, Jaeger, OpenTelemetry, and Kibana) to collect, visualize, and analyze metrics, logs, and traces effectively. By the end of this course, participants understand how to troubleshoot issues, optimize application performance, and enhance the reliability of Kubernetes workloads.

Skills Gained

  • Understand observability concepts
  • Implement metrics collection and visualization
  • Centralize and analyze logs
  • Implement distributed tracing
  • Integrate observability tools for an end-to-end solution
  • Perform troubleshooting and root cause analysis

Prerequisites

Introduction to Docker and Kubernetes

Course Details

Overview of Observability in Kubernetes

  • Importance of observability for Kubernetes
  • The "Three Pillars" of Observability: Metrics, Logs, Traces

Prometheus: Metrics Collection and Monitoring

  • Architecture and components (Prometheus server, Alertmanager, exporters)
  • Setting up Prometheus in Kubernetes
  • Configuring Prometheus to scrape metrics from Kubernetes pods

Kibana: Data Visualization

  • Basics of Kibana and Elasticsearch integration
  • Setting up Kibana dashboards for Kubernetes monitoring

Fluentd: Unified Logging

  • Overview of Fluentd and its role in log aggregation
  • Configuring Fluentd to collect logs from Kubernetes pods
  • Integrating Fluentd with Elasticsearch

Logstash: Data Processing Pipelines

  • Role of Logstash in transforming and routing logs
  • Setting up Logstash pipelines

Elasticsearch: Log Analytics and Search

  • Setting up Elasticsearch for Kubernetes logs

Distributed Tracing

  • Understanding trace spans, context propagation, and root cause analysis

Jaeger: Distributed Tracing

  • Overview of Jaeger architecture and setup
  • Deploying Jaeger in Kubernetes

OpenTelemetry Overview

  • Introduction to OpenTelemetry SDKs and collectors
  • Configuring OpenTelemetry for Kubernetes applications

Schedule

FAQ

Does the course schedule include a Lunchbreak?

Classes typically include a 1-hour lunch break around midday. However, the exact break times and duration can vary depending on the specific class. Your instructor will provide detailed information at the start of the course.

What languages are used to deliver training?

Most courses are conducted in English, unless otherwise specified. Some courses will have the word "FRENCH" marked in red beside the scheduled date(s) indicating the language of instruction.

What does GTR stand for?

GTR stands for Guaranteed to Run; if you see a course with this status, it means this event is confirmed to run. View our GTR page to see our full list of Guaranteed to Run courses.

Does Ascendient Learning deliver group training?

Yes, we provide training for groups, individuals and private on sites. View our group training page for more information.

What does vendor-authorized training mean?

As a vendor-authorized training partner, we offer a curriculum that our partners have vetted. We use the same course materials and facilitate the same labs as our vendor-delivered training. These courses are considered the gold standard and, as such, are priced accordingly.

Is the training too basic, or will you go deep into technology?

It depends on your requirements, your role in your company, and your depth of knowledge. The good news about many of our learning paths, you can start from the fundamentals to highly specialized training.

How up-to-date are your courses and support materials?

We continuously work with our vendors to evaluate and refresh course material to reflect the latest training courses and best practices.

Are your instructors seasoned trainers who have deep knowledge of the training topic?

Ascendient Learning instructors have an average of 27 years of practical IT experience and have also served as consultants for an average of 15 years. To stay current, instructors spend at least 25 percent of their time learning new, emerging technologies and courses.

Do you provide hands-on training and exercises in an actual lab environment?

Lab access is dependent on the vendor and the type of training you sign up for. However, many of our top vendors will provide lab access to students to test and practice. The course description will specify lab access.

Will you customize the training for our company’s specific needs and goals?

We will work with you to identify training needs and areas of growth.  We offer a variety of training methods, such as private group training, on-site of your choice, and virtually. We provide courses and certifications that are aligned with your business goals.

How do I get started with certification?

Getting started on a certification pathway depends on your goals and the vendor you choose to get certified in. Many vendors offer entry-level IT certification to advanced IT certification that can boost your career. To get access to certification vouchers and discounts, please contact info@ascendientlearning.com.

Will I get access to content after I complete a course?

You will get access to the PDF of course books and guides, but access to the recording and slides will depend on the vendor and type of training you receive.

How do I request a W9 for Ascendient Learning?

View our filing status and how to request a W9.

Reviews

Courseware was effective but would like to have some PDF material on BPML and XPATH

Simply great training provider that I can go for updating/acquiring my skill sets.

Exit certified was great as it is very in depth and hands on learning which made it very easy to learn this type of work.

ExitCertified gave me some good trainings and I got to learn through doing labs.

Topics, material and specially instructor (Graham Godfrey) was beyond my expectations.