Centralized Logging and Monitoring with Kubernetes

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Description

  • Type

    Course

  • Methodology

    Online

  • Start date

    Different dates available

Hands-on guide to logging and monitoring containers at scale.Kubernetes is an open source platform designed to automate deployment, scaling, and operation of application containers. Kubernetes automates various aspects of application development, which is extremely beneficial for enterprises. Centralized logging is crucial for any production-grade infrastructure, especially in a containerized architecture. Since Kubernetes is dynamic and does not store change logs except the recent changes, logging and monitoring is highly imperative for saving pod logs.In this course, you’ll learn to analyze and locate critical pod log files in your Kubernetes clusters. You’ll create a centralized logging system with a configured EFK (Elasticsearch, Fluentd, and Kibana) stack for Kubernetes. Using a hands-on approach, you’ll follow the entire logging and monitoring process, which actually goes hand-in-hand. In your Kubernetes cluster, you’ll find out that your clusters are working with too many containers and it’s difficult to keep track of each of them.You’ll learn how to build your centralized logging and send data for monitoring. To set up centralized logging, you’ll establish one logging agent per Kubernetes node to collect all logs of all running containers from disk and transmit them to Elasticsearch. You’ll search for log data, monitor the containers, and also collect metrics using Kibana. You’ll decide how your final log data will be presented. By the end of the course, you’ll be able to use centralized logging and monitoring techniques for debugging purposes to find out reasons for crashes, and trigger alerts if there is a spike in error messages (which can be more efficient than a system health check).About the Author
.
Walter Dolce is a Software and Platform Engineer based in London, United Kingdom. He has worked for both small and medium-sized businesses as well as large enterprises such as the BBC and Just Eat

Facilities

Location

Start date

Online

Start date

Different dates availableEnrolment now open

About this course

Discover what Elasticsearch, Fluentd, and Kibana are (aka the EFK stack)
See how to implement a centralized monitoring and logging platform with these technologies
Discover what Kubernetes is and how to create a Kubernetes cluster in GCP for modern, containerized applications
Deploy applications from Kubernetes to the cloud
Scale the number of applications running in Kubernetes
Install and configure monitoring and logging agents on the Kubernetes nodes
Create powerful visualizations for metrics stored Kibana
Effectively and efficiently analyze logs stored in Kibana

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This centre's achievements

2021

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The average rating is higher than 3.7

More than 50 reviews in the last 12 months

This centre has featured on Emagister for 4 years

Subjects

  • Monitoring
  • Benefits
  • Install

Course programme

A Centralized Monitoring and Logging Solution for Containerized Applications 6 lectures 21:50 The Course Overview This video will give you an overview about the course. Introduction to Centralized Monitoring and Logging with EFK The aim of this video is to give the viewer an overview of what centralized monitoring and logging solution look like.
  • Describe the benefits of centralized monitoring and logging
  • Describe the EFK stack and how it fits with the centralized M&L solution
  • Describe how data will flow from the Kubernetes cluster to the EFK stack
Overview of Elasticsearch The aim of the video is to give the viewer an overview of Elasticsearch.
  • Describe where Elasticsearch comes from, who built it, and when
  • Describe Elasticsearch features, where it’s used, and why
Overview of Fluentd The aim of the video is to give the viewer an overview of Fluentd.
  • Describe where Fluentd comes from, who built it, and when
  • Describe Fluentd features, where it is used, and why
Overview of Kibana The aim of the video is to give the viewer an overview of Kibana.
  • Describe where Kibana comes from, who built it, and when
  • Describe Kibana features, where it is used, and why
Step-By-Step Guide to Implementing the EFK Stack The aim of the video is to show the viewer how to implement and bootstrap the EFK Stack.
  • Start from creating the initial empty VMs/resources
  • Install Elasticsearch, Fluentd, and Kibana
  • Send some data to Elasticsearch and briefly visualize it in Kibana
A Centralized Monitoring and Logging Solution for Containerized Applications 6 lectures 21:50 The Course Overview This video will give you an overview about the course. Introduction to Centralized Monitoring and Logging with EFK The aim of this video is to give the viewer an overview of what centralized monitoring and logging solution look like.
  • Describe the benefits of centralized monitoring and logging
  • Describe the EFK stack and how it fits with the centralized M&L solution
  • Describe how data will flow from the Kubernetes cluster to the EFK stack
Overview of Elasticsearch The aim of the video is to give the viewer an overview of Elasticsearch.
  • Describe where Elasticsearch comes from, who built it, and when
  • Describe Elasticsearch features, where it’s used, and why
Overview of Fluentd The aim of the video is to give the viewer an overview of Fluentd.
  • Describe where Fluentd comes from, who built it, and when
  • Describe Fluentd features, where it is used, and why
Overview of Kibana The aim of the video is to give the viewer an overview of Kibana.
  • Describe where Kibana comes from, who built it, and when
  • Describe Kibana features, where it is used, and why
Step-By-Step Guide to Implementing the EFK Stack The aim of the video is to show the viewer how to implement and bootstrap the EFK Stack.
  • Start from creating the initial empty VMs/resources
  • Install Elasticsearch, Fluentd, and Kibana
  • Send some data to Elasticsearch and briefly visualize it in Kibana
The Course Overview This video will give you an overview about the course. The Course Overview This video will give you an overview about the course. The Course Overview This video will give you an overview about the course. The Course Overview This video will give you an overview about the course. This video will give you an overview about the course. This video will give you an overview about the course. Introduction to Centralized Monitoring and Logging with EFK The aim of this video is to give the viewer an overview of what centralized monitoring and logging solution look like.
  • Describe the benefits of centralized monitoring and logging
  • Describe the EFK stack and how it fits with the centralized M&L solution
  • Describe how data will flow from the Kubernetes cluster to the EFK stack
Introduction to Centralized Monitoring and Logging with EFK The aim of this video is to give the viewer an overview of what centralized monitoring and logging solution look like.
  • Describe the benefits of centralized monitoring and logging
  • Describe the EFK stack and how it fits with the centralized M&L solution
  • Describe how data will flow from the Kubernetes cluster to the EFK stack
Introduction to Centralized Monitoring and Logging with EFK The aim of this video is to give the viewer an overview of what centralized monitoring and logging solution look like.
  • Describe the benefits of centralized monitoring and logging
  • Describe the EFK stack and how it fits with the centralized M&L solution
  • Describe how data will flow from the Kubernetes cluster to the EFK stack
Introduction to Centralized Monitoring and Logging with EFK The aim of this video is to give the viewer an overview of what centralized monitoring and logging solution look like.
  • Describe the benefits of centralized monitoring and logging
  • Describe the EFK stack and how it fits with the centralized M&L solution
  • Describe how data will flow from the Kubernetes cluster to the EFK stack
The aim of this video is to give the viewer an overview of what centralized monitoring and logging solution look like.
  • Describe the benefits of centralized monitoring and logging
  • Describe the EFK stack and how it fits with the centralized M&L solution
  • Describe how data will flow from the Kubernetes cluster to the EFK stack
The aim of this video is to give the viewer an overview of what centralized monitoring and logging solution look like.
  • Describe the benefits of centralized monitoring and logging
  • Describe the EFK stack and how it fits with the centralized M&L solution
  • Describe how data will flow from the Kubernetes cluster to the EFK stack
Overview of Elasticsearch The aim of the video is to give the viewer an overview of Elasticsearch.
  • Describe where Elasticsearch comes from, who built it, and when
  • Describe Elasticsearch features, where it’s used, and why
Overview of Elasticsearch The aim of the video is to give the viewer an overview of Elasticsearch.
  • Describe where Elasticsearch comes from, who built it, and when
  • Describe Elasticsearch features, where it’s used, and why
Overview of Elasticsearch The aim of the video is to give the viewer an overview of Elasticsearch.
  • Describe where Elasticsearch comes from, who built it, and when
  • Describe Elasticsearch features, where it’s used, and why
Overview of Elasticsearch The aim of the video is to give the viewer an overview of Elasticsearch.
  • Describe where Elasticsearch comes from, who built it, and when
  • Describe Elasticsearch features, where it’s used, and why
The aim of the video is to give the viewer an overview of Elasticsearch.
  • Describe where Elasticsearch comes from, who built it, and when
  • Describe Elasticsearch features, where it’s used, and why
The aim of the video is to give the viewer an overview of Elasticsearch.
  • Describe where Elasticsearch comes from, who built it, and when
  • Describe Elasticsearch features, where it’s used, and why
Overview of Fluentd The aim of the video is to give the viewer an overview of Fluentd.
  • Describe where Fluentd comes from, who built it, and when
  • Describe Fluentd features, where it is used, and why
Overview of Fluentd The aim of the video is to give the viewer an overview of Fluentd.
  • Describe where Fluentd comes from, who built it, and when
  • Describe Fluentd features, where it is used, and why
Overview of Fluentd The aim of the video is to give the viewer an overview of Fluentd.
  • Describe where Fluentd comes from, who built it, and when
  • Describe Fluentd features, where it is used, and why
Overview of Fluentd The aim of the video is to give the viewer an overview of Fluentd.
  • Describe where Fluentd comes from, who built it, and when
  • Describe Fluentd features, where it is used, and why
The aim of the video is to give the viewer an overview of Fluentd.
  • Describe where Fluentd comes from, who built it, and when
  • Describe Fluentd features, where it is used, and why
The aim of the video is to give the viewer an overview of Fluentd.
  • Describe where Fluentd comes from, who built it, and when
  • Describe Fluentd features, where it is used, and why
Overview of Kibana The aim of the video is to give the viewer an overview of Kibana.
  • Describe where Kibana comes from, who built it, and when
  • Describe Kibana features, where it is used, and why
Overview of Kibana The aim of the video is to give the viewer an overview of Kibana.
  • Describe where Kibana comes from, who built it, and when
  • Describe Kibana features, where it is used, and why
Overview of Kibana The aim of the video is to give the viewer an overview of Kibana.
  • Describe where Kibana comes from, who built it, and when
  • Describe Kibana features, where it is used, and why
Overview of Kibana The aim of the video is to give the viewer an overview of Kibana.
  • Describe where Kibana comes from, who built it, and when
  • Describe Kibana features, where it is used, and why
The aim of the video is to give the viewer an overview of Kibana.
  • Describe where Kibana comes from, who built it, and when
  • Describe Kibana features, where it is used, and why
The aim of the video is to give the viewer an overview of Kibana.
  • Describe where Kibana comes from, who built it, and when
  • Describe Kibana features, where it is used, and why
Step-By-Step Guide to Implementing the EFK Stack The aim of the video is to show the viewer how to implement and bootstrap the EFK Stack.
  • Start from creating the initial empty VMs/resources
  • Install Elasticsearch, Fluentd, and Kibana
  • Send some data to Elasticsearch and briefly visualize it in Kibana
Step-By-Step Guide to Implementing the EFK Stack The aim of the video is to show the viewer how to implement and bootstrap the EFK Stack.
  • Start from creating the initial empty VMs/resources
  • Install Elasticsearch, Fluentd, and Kibana
  • Send some data to Elasticsearch and briefly visualize it in Kibana
Step-By-Step Guide to Implementing the EFK Stack The aim of the video is to show the viewer how to implement and bootstrap the EFK Stack.
  • Start from creating the initial empty VMs/resources
  • Install Elasticsearch, Fluentd, and Kibana
  • Send some data to Elasticsearch and briefly visualize it in Kibana
Step-By-Step Guide to Implementing the EFK Stack The aim of the video is to show the viewer how to implement and bootstrap the EFK Stack.
  • Start from creating the initial empty VMs/resources
  • Install Elasticsearch, Fluentd, and Kibana
  • Send some data to Elasticsearch and briefly visualize it in Kibana
The aim of the video is to show the viewer how to implement and bootstrap the EFK Stack.
  • Start from creating the initial empty VMs/resources
  • Install Elasticsearch, Fluentd, and Kibana
  • Send some data to Elasticsearch and briefly visualize it in Kibana
The aim of the video is to show the viewer how to implement and bootstrap the EFK Stack.
  • Start from creating the initial empty VMs/resources
  • Install Elasticsearch, Fluentd, and Kibana
  • Send some data to Elasticsearch and briefly visualize it in Kibana
Monitoring and Logging with Kubernetes in Practice 3 lectures 11:04 Creating the Kubernetes Cluster in Google Cloud Platform In this video, the viewer will learn how to create a Kubernetes cluster in Google Cloud Platform.
  • Demonstrate how to create a Kubernetes cluster in GCP from the console
Sending Kubernetes Cluster Metrics to EFK In this video, the viewer will learn how to configure the Kubernetes cluster to send metrics to the EFK stack.
  • Configure Kubernetes to send metrics to the EFK stack
  • Visualize the collected metrics within Kibana
Kubernetes Cluster Observability in Detail In this video, the viewer will learn about the various ways it is possible to observe a Kubernete0073 cluster.
  • Describe the various types of metrics collected from Kubernetes
Monitoring and Logging with Kubernetes in Practice. 3 lectures 11:04 Creating the Kubernetes Cluster in Google Cloud Platform In this video, the viewer will learn how to create a Kubernetes cluster in Google Cloud Platform.
  • Demonstrate how to create a Kubernetes cluster in GCP from the console
Sending Kubernetes Cluster Metrics to EFK In this video, the viewer will learn how to configure the Kubernetes cluster to send metrics to the EFK stack.
  • Configure Kubernetes to send metrics to the EFK stack
  • Visualize the collected metrics within Kibana
Kubernetes Cluster Observability in Detail In this video, the viewer will learn about the various ways it is possible to observe a Kubernete0073 cluster.
  • Describe the various types of metrics collected from Kubernetes
Creating the Kubernetes Cluster in Google Cloud Platform In this video, the viewer will learn how to create a Kubernetes cluster in Google Cloud Platform ion-level metrics.
  • Create a Kibana dashboard showing application metrics
...

Additional information

Prior knowledge of the working of Kubernetes is assumed

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Centralized Logging and Monitoring with Kubernetes

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