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ECS Fargate

Docker_Icon.png ECS-Icon.png




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Note

The basics of ECS Fargate available from Deploy Docker Containers and Getting Started with Amazon Elastic Container Service (Amazon ECS) using Fargate

In this post, we will see how to run a Docker-enabled sample application on an Amazon ECS cluster behind a load balancer, test the sample application, and delete the resources.


AWS Fargate allows us to run containers without having to manage clusters. With AWS Fargate, we no longer have to provision, configure, and scale clusters to run containers so that we can focus on designing and building our applications instead of managing the infrastructure that runs them. Actually, it's a serverless container orchestration platform.



We can think of AWS Fargate as Container-as-a-Service.

By default, ECS uses the bridge network mode. Fargate requires using the awsvpc network mode. The implication of using awsvpc network mode is that the tasks with Fargate can get the same VPC networking and security controls at the task level that were previously only available with EC2 instances when we use the bridge network mode.

Now with Fargate, each task gets its own elastic networking interface (eni) and IP address so that multiple applications or copies of a single application can run on the same port number without any conflicts.

When we use Docker locally, we use a command like this to run our app container:

docker run --rm -p 8080:80 myapp

where the -p instructs Docker to make port 80 on the container available as port 8080 on the host.

When using Fargate, however, we don't have any control over the host, so we only specify the ports that we want to make available in the portMappings section of our container definition. With Fargate, we set the containerPort to the port that the container listens to (e.g., 80 for our app). Fargate will ensure that we then can access this container on the same port on the ENI.

Note that via tasks we can run multiple containers listening to the same port, one container listening to the same port per task, however, we cannot run multiple containers in a task that listen to the same port!


As we can see later, here is the Fargate ECS dashboard that shows us the running ECS services and tasks without any EC2 instance:

my-ECS-Cluster-Fargate.png

Compared with EC2 launch type, Fargate launch type, all we have to do is package our application in containers, specify the CPU and memory requirements, define networking and IAM policies, and launch the application. The EC2 launch type, on the hand, allows us to have server-level, more granular control over the infrastructure that runs our container applications, which gives us a broader range of customization options compared with Fargate launch type.

ECS allows us to scale at the task level: we can configure rules to scale the number of tasks running. However, these are containers running on EC2 instances, which may not have available CPU or RAM resources. So in practice, we may have to define another Auto-scaling rule at the ECS cluster level, where we define scale up or down based on the CPU or RAM reservation on the cluster.

With Fargate, the auto-scaling much easier: we simply need to define it at the task level, and we are good to go.

AWS Fargate pricing is calculated based on the vCPU and memory resources used from the time we start to download our container image (docker pull) until the Amazon ECS Task terminates.

Though the cost per container in Fargate will be higher, the maintenance costs probably be lower than ECS considering the hours for troubleshooting and the effort we need to put for upgrading ECS instance agents and updating EC2 instance packages.





Amazon ECS console first run wizard

The Amazon ECS first run wizard will guide us through creating a cluster and launching a sample web application.

We can start it from the console:

ECS_Get_Started.png



ECR

We'll use Amazon Elastic Container Registry (Amazon ECR) to create an image repository and push an image to it as part of the first run wizard.

Let's create an Amazon ECR repository to store our nginx image. Note the repositoryUri in the output:

$ aws ecr create-repository --repository-name ecs-fargate-repo
{
    "repository": {
        "repositoryArn": "arn:aws:ecr:us-east-1:526262051452:repository/ecs-fargate-repo",
        "registryId": "526262051452",
        "repositoryName": "ecs-fargate-repo",
        "repositoryUri": "526262051452.dkr.ecr.us-east-1.amazonaws.com/ecs-fargate-repo",
        "createdAt": 1544741719.0
    }
}

We want to test Fargate with "nginx". So, let's pull it from DockerHub and store it locally:

$ docker pull nginx
Using default tag: latest
latest: Pulling from library/nginx
a5a6f2f73cd8: Already exists 
1ba02017c4b2: Pull complete 
33b176c904de: Pull complete 
Digest: sha256:5d32f60db294b5deb55d078cd4feb410ad88e6fe77500c87d3970eca97f54dba
Status: Downloaded newer image for nginx:latest

Then, tag the "nginx" image with the repositoryUri value from the previous step:

$ docker tag nginx 526262051452.dkr.ecr.us-east-1.amazonaws.com/ecs-fargate-repo

Run a docker login authentication command string from the output we get the "aws ecr get-login --no-include-email" command. The command provides an authorization token that is valid for 12 hours:

$ $(aws ecr get-login --no-include-email --region us-east-1)
WARNING! Using --password via the CLI is insecure. Use --password-stdin.
Login Succeeded

Now, we want to push the local "nginx" image to Amazon ECR with the repositoryUri value from the earlier step.

$ docker push 526262051452.dkr.ecr.us-east-1.amazonaws.com/ecs-fargate-repo
The push refers to repository [526262051452.dkr.ecr.us-east-1.amazonaws.com/ecs-fargate-repo]
ece4f9fdef59: Pushed 
ad5345cbb119: Pushed 
ef68f6734aa4: Pushed 
latest: digest: sha256:87e9b6904b4286b8d41bba4461c0b736835fcc218f7ecbe5544b53fdd467189f size: 948

Check if the image in the ecr repository:

$ aws ecr describe-images --repository-name ecs-fargate-repo
{
    "imageDetails": [
        {
            "registryId": "526262051452",
            "repositoryName": "ecs-fargate-repo",
            "imageDigest": "sha256:87e9b6904b4286b8d41bba4461c0b736835fcc218f7ecbe5544b53fdd467189f",
            "imageTags": [
                "latest"
            ],
            "imageSizeInBytes": 44697677,
            "imagePushedAt": 1544741846.0
        }
    ]
}


Or we can check it from console:

ecs-fargate-repo.png



Container definitions
Starting-with-Fargate.png

As mentioned earlier, we'll use Amazon Elastic Container Registry (Amazon ECR). So, we may want to click "Configure" to use custom container from ECR:

Container-Definition.png
EditContainer.png

Regarding the host mapping, please see the next section ("Task definitions").





Task definitions

Here, we specify a task definition so Amazon ECS knows which Docker image to use for containers, how many containers to use in the task, and the resource allocation for each container.


Task-Definition.png


Note that because we are using containers in a task with the awsvpc (same for host network mode), exposed ports was specified using containerPort. So, the hostPort is set the same value as the containerPort (AWS Documentation => Amazon Elastic Container Service => API Reference => Data Types => PortMapping)

This is inevitable because there is no host to manage. So, we only specify a containerPort value, not a hostPort value.


Hostport-Mapping.png

Click "Next.





Service definitions

Now that we have created a task definition, we will configure the Amazon ECS service. By running an application as a service, Amazon ECS will auto-recover any stopped tasks and maintain the number of copies we specify: it is meant to run indefinitely, so by running it as a service, it will restart if the task becomes unhealthy or unexpectedly stops.


DefineService.png

We can access our container app without using LB via Public IP which we can get from the Task Details page under the network section. For example, though our current container port 80, if the container is running on port 5000, we can see the app using http://<PUBLIC_IP>:5000/:


public_ip_5000.png

However, in this post, we're going to use a load balancer for our service.

Note that for awsvpc mode, and therefore for Fargate, we use the IP target type instead of the instance target type.


The two security groups will be created to secure our service:

  1. An Application Load Balancer security group that allows all traffic on the Application Load Balancer port
  2. An ECS security group that allows all traffic ONLY from the Application Load Balancer security group.

Note also that ECS will create a Service IAM Role named ecsServiceRole if it has not been created.


Review the settings and select "Next"





Configure cluster

Our Amazon ECS tasks run on a cluster, which is the set of container instances running the Amazon ECS container agent.


ConfigureCluster.png



Review before Launching

We have a final chance to review our task definition, task configuration, and cluster configurations before launching.

Review-Launch.png

Select "Create", then we can see the launch status:

LaunchStatus.png



Open the nginx

Click on Target Group Name:

my-nginx-service.png

It leads us to the Load Balancer and DNS:

LoadBalancer.png
ALB-DNS.png

Copy the ELB DNS name and paste it into a browser:

Nginx-On-Browser.png



Postmortem

The wizard set up Security groups for us.

Load balancer security group:

ALB-SG.png

ECS security group:

ECS-SG.png

The Two security groups were setup as the following:

  1. An Application Load Balancer security group that allows all traffic on the Application Load Balancer port
  2. An ECS security group that allows all traffic ONLY from the Application Load Balancer security group.


ALB setup with forwarded to the target group:

ALB-Setup.png



Clean up resources

When we are finished using a particular Amazon ECS cluster, we should clean up the resources associated with it to avoid incurring charges for resources that we are not using.

If our cluster contains any services, we should first scale down the desired count of tasks in these services to 0 so that Amazon ECS does not try to start new tasks on our container instances while we are cleaning up:

$ aws ecs update-service --cluster my-ECS-cluster --service my-nginx-service --desired-count 0 --region us-east-1

Before we can delete a cluster, we must delete the services inside that cluster. After our service has scaled down to 0 tasks, we can delete it:

$ aws ecs delete-service --cluster my-ECS-cluster --service my-nginx-service --region us-east-1

Before we can delete a cluster, we must deregister the container instances inside that cluster. But in the ECS with Fargate, we do not have any instance.


After we have removed the active resources from our Amazon ECS cluster, we can delete it:

$ aws ecs delete-cluster --cluster my-ECS-cluster --region us-east-1

$ aws ecs list-clusters
{
    "clusterArns": [
        "arn:aws:ecs:us-east-1:526262051452:cluster/default"
    ]
}

Our cluster has been deleted!


We may want to delete the LB we created as well.














Docker & K8s

  1. Docker install on Amazon Linux AMI
  2. Docker install on EC2 Ubuntu 14.04
  3. Docker container vs Virtual Machine
  4. Docker install on Ubuntu 14.04
  5. Docker Hello World Application
  6. Nginx image - share/copy files, Dockerfile
  7. Working with Docker images : brief introduction
  8. Docker image and container via docker commands (search, pull, run, ps, restart, attach, and rm)
  9. More on docker run command (docker run -it, docker run --rm, etc.)
  10. Docker Networks - Bridge Driver Network
  11. Docker Persistent Storage
  12. File sharing between host and container (docker run -d -p -v)
  13. Linking containers and volume for datastore
  14. Dockerfile - Build Docker images automatically I - FROM, MAINTAINER, and build context
  15. Dockerfile - Build Docker images automatically II - revisiting FROM, MAINTAINER, build context, and caching
  16. Dockerfile - Build Docker images automatically III - RUN
  17. Dockerfile - Build Docker images automatically IV - CMD
  18. Dockerfile - Build Docker images automatically V - WORKDIR, ENV, ADD, and ENTRYPOINT
  19. Docker - Apache Tomcat
  20. Docker - NodeJS
  21. Docker - NodeJS with hostname
  22. Docker Compose - NodeJS with MongoDB
  23. Docker - Prometheus and Grafana with Docker-compose
  24. Docker - StatsD/Graphite/Grafana
  25. Docker - Deploying a Java EE JBoss/WildFly Application on AWS Elastic Beanstalk Using Docker Containers
  26. Docker : NodeJS with GCP Kubernetes Engine
  27. Docker : Jenkins Multibranch Pipeline with Jenkinsfile and Github
  28. Docker : Jenkins Master and Slave
  29. Docker - ELK : ElasticSearch, Logstash, and Kibana
  30. Docker - ELK 7.6 : Elasticsearch on Centos 7
  31. Docker - ELK 7.6 : Filebeat on Centos 7
  32. Docker - ELK 7.6 : Logstash on Centos 7
  33. Docker - ELK 7.6 : Kibana on Centos 7
  34. Docker - ELK 7.6 : Elastic Stack with Docker Compose
  35. Docker - Deploy Elastic Cloud on Kubernetes (ECK) via Elasticsearch operator on minikube
  36. Docker - Deploy Elastic Stack via Helm on minikube
  37. Docker Compose - A gentle introduction with WordPress
  38. Docker Compose - MySQL
  39. MEAN Stack app on Docker containers : micro services
  40. MEAN Stack app on Docker containers : micro services via docker-compose
  41. Docker Compose - Hashicorp's Vault and Consul Part A (install vault, unsealing, static secrets, and policies)
  42. Docker Compose - Hashicorp's Vault and Consul Part B (EaaS, dynamic secrets, leases, and revocation)
  43. Docker Compose - Hashicorp's Vault and Consul Part C (Consul)
  44. Docker Compose with two containers - Flask REST API service container and an Apache server container
  45. Docker compose : Nginx reverse proxy with multiple containers
  46. Docker & Kubernetes : Envoy - Getting started
  47. Docker & Kubernetes : Envoy - Front Proxy
  48. Docker & Kubernetes : Ambassador - Envoy API Gateway on Kubernetes
  49. Docker Packer
  50. Docker Cheat Sheet
  51. Docker Q & A #1
  52. Kubernetes Q & A - Part I
  53. Kubernetes Q & A - Part II
  54. Docker - Run a React app in a docker
  55. Docker - Run a React app in a docker II (snapshot app with nginx)
  56. Docker - NodeJS and MySQL app with React in a docker
  57. Docker - Step by Step NodeJS and MySQL app with React - I
  58. Installing LAMP via puppet on Docker
  59. Docker install via Puppet
  60. Nginx Docker install via Ansible
  61. Apache Hadoop CDH 5.8 Install with QuickStarts Docker
  62. Docker - Deploying Flask app to ECS
  63. Docker Compose - Deploying WordPress to AWS
  64. Docker - WordPress Deploy to ECS with Docker-Compose (ECS-CLI EC2 type)
  65. Docker - WordPress Deploy to ECS with Docker-Compose (ECS-CLI Fargate type)
  66. Docker - ECS Fargate
  67. Docker - AWS ECS service discovery with Flask and Redis
  68. Docker & Kubernetes : minikube
  69. Docker & Kubernetes 2 : minikube Django with Postgres - persistent volume
  70. Docker & Kubernetes 3 : minikube Django with Redis and Celery
  71. Docker & Kubernetes 4 : Django with RDS via AWS Kops
  72. Docker & Kubernetes : Kops on AWS
  73. Docker & Kubernetes : Ingress controller on AWS with Kops
  74. Docker & Kubernetes : HashiCorp's Vault and Consul on minikube
  75. Docker & Kubernetes : HashiCorp's Vault and Consul - Auto-unseal using Transit Secrets Engine
  76. Docker & Kubernetes : Persistent Volumes & Persistent Volumes Claims - hostPath and annotations
  77. Docker & Kubernetes : Persistent Volumes - Dynamic volume provisioning
  78. Docker & Kubernetes : DaemonSet
  79. Docker & Kubernetes : Secrets
  80. Docker & Kubernetes : kubectl command
  81. Docker & Kubernetes : Assign a Kubernetes Pod to a particular node in a Kubernetes cluster
  82. Docker & Kubernetes : Configure a Pod to Use a ConfigMap
  83. AWS : EKS (Elastic Container Service for Kubernetes)
  84. Docker & Kubernetes : Run a React app in a minikube
  85. Docker & Kubernetes : Minikube install on AWS EC2
  86. Docker & Kubernetes : Cassandra with a StatefulSet
  87. Docker & Kubernetes : Terraform and AWS EKS
  88. Docker & Kubernetes : Pods and Service definitions
  89. Docker & Kubernetes : Service IP and the Service Type
  90. Docker & Kubernetes : Kubernetes DNS with Pods and Services
  91. Docker & Kubernetes : Headless service and discovering pods
  92. Docker & Kubernetes : Scaling and Updating application
  93. Docker & Kubernetes : Horizontal pod autoscaler on minikubes
  94. Docker & Kubernetes : From a monolithic app to micro services on GCP Kubernetes
  95. Docker & Kubernetes : Rolling updates
  96. Docker & Kubernetes : Deployments to GKE (Rolling update, Canary and Blue-green deployments)
  97. Docker & Kubernetes : Slack Chat Bot with NodeJS on GCP Kubernetes
  98. Docker & Kubernetes : Continuous Delivery with Jenkins Multibranch Pipeline for Dev, Canary, and Production Environments on GCP Kubernetes
  99. Docker & Kubernetes : NodePort vs LoadBalancer vs Ingress
  100. Docker & Kubernetes : MongoDB / MongoExpress on Minikube
  101. Docker & Kubernetes : Load Testing with Locust on GCP Kubernetes
  102. Docker & Kubernetes : MongoDB with StatefulSets on GCP Kubernetes Engine
  103. Docker & Kubernetes : Nginx Ingress Controller on Minikube
  104. Docker & Kubernetes : Setting up Ingress with NGINX Controller on Minikube (Mac)
  105. Docker & Kubernetes : Nginx Ingress Controller for Dashboard service on Minikube
  106. Docker & Kubernetes : Nginx Ingress Controller on GCP Kubernetes
  107. Docker & Kubernetes : Kubernetes Ingress with AWS ALB Ingress Controller in EKS
  108. Docker & Kubernetes : Setting up a private cluster on GCP Kubernetes
  109. Docker & Kubernetes : Kubernetes Namespaces (default, kube-public, kube-system) and switching namespaces (kubens)
  110. Docker & Kubernetes : StatefulSets on minikube
  111. Docker & Kubernetes : RBAC
  112. Docker & Kubernetes Service Account, RBAC, and IAM
  113. Docker & Kubernetes - Kubernetes Service Account, RBAC, IAM with EKS ALB, Part 1
  114. Docker & Kubernetes : Helm Chart
  115. Docker & Kubernetes : My first Helm deploy
  116. Docker & Kubernetes : Readiness and Liveness Probes
  117. Docker & Kubernetes : Helm chart repository with Github pages
  118. Docker & Kubernetes : Deploying WordPress and MariaDB with Ingress to Minikube using Helm Chart
  119. Docker & Kubernetes : Deploying WordPress and MariaDB to AWS using Helm 2 Chart
  120. Docker & Kubernetes : Deploying WordPress and MariaDB to AWS using Helm 3 Chart
  121. Docker & Kubernetes : Helm Chart for Node/Express and MySQL with Ingress
  122. Docker & Kubernetes : Deploy Prometheus and Grafana using Helm and Prometheus Operator - Monitoring Kubernetes node resources out of the box
  123. Docker & Kubernetes : Deploy Prometheus and Grafana using kube-prometheus-stack Helm Chart
  124. Docker & Kubernetes : Istio (service mesh) sidecar proxy on GCP Kubernetes
  125. Docker & Kubernetes : Istio on EKS
  126. Docker & Kubernetes : Istio on Minikube with AWS EC2 for Bookinfo Application
  127. Docker & Kubernetes : Deploying .NET Core app to Kubernetes Engine and configuring its traffic managed by Istio (Part I)
  128. Docker & Kubernetes : Deploying .NET Core app to Kubernetes Engine and configuring its traffic managed by Istio (Part II - Prometheus, Grafana, pin a service, split traffic, and inject faults)
  129. Docker & Kubernetes : Helm Package Manager with MySQL on GCP Kubernetes Engine
  130. Docker & Kubernetes : Deploying Memcached on Kubernetes Engine
  131. Docker & Kubernetes : EKS Control Plane (API server) Metrics with Prometheus
  132. Docker & Kubernetes : Spinnaker on EKS with Halyard
  133. Docker & Kubernetes : Continuous Delivery Pipelines with Spinnaker and Kubernetes Engine
  134. Docker & Kubernetes : Multi-node Local Kubernetes cluster : Kubeadm-dind (docker-in-docker)
  135. Docker & Kubernetes : Multi-node Local Kubernetes cluster : Kubeadm-kind (k8s-in-docker)
  136. Docker & Kubernetes : nodeSelector, nodeAffinity, taints/tolerations, pod affinity and anti-affinity - Assigning Pods to Nodes
  137. Docker & Kubernetes : Jenkins-X on EKS
  138. Docker & Kubernetes : ArgoCD App of Apps with Heml on Kubernetes
  139. Docker & Kubernetes : ArgoCD on Kubernetes cluster
  140. Docker & Kubernetes : GitOps with ArgoCD for Continuous Delivery to Kubernetes clusters (minikube) - guestbook

Ph.D. / Golden Gate Ave, San Francisco / Seoul National Univ / Carnegie Mellon / UC Berkeley / DevOps / Deep Learning / Visualization

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Docker & K8s



Docker install on Amazon Linux AMI

Docker install on EC2 Ubuntu 14.04

Docker container vs Virtual Machine

Docker install on Ubuntu 14.04

Docker Hello World Application

Nginx image - share/copy files, Dockerfile

Working with Docker images : brief introduction

Docker image and container via docker commands (search, pull, run, ps, restart, attach, and rm)

More on docker run command (docker run -it, docker run --rm, etc.)

Docker Networks - Bridge Driver Network

Docker Persistent Storage

File sharing between host and container (docker run -d -p -v)

Linking containers and volume for datastore

Dockerfile - Build Docker images automatically I - FROM, MAINTAINER, and build context

Dockerfile - Build Docker images automatically II - revisiting FROM, MAINTAINER, build context, and caching

Dockerfile - Build Docker images automatically III - RUN

Dockerfile - Build Docker images automatically IV - CMD

Dockerfile - Build Docker images automatically V - WORKDIR, ENV, ADD, and ENTRYPOINT

Docker - Apache Tomcat

Docker - NodeJS

Docker - NodeJS with hostname

Docker Compose - NodeJS with MongoDB

Docker - Prometheus and Grafana with Docker-compose

Docker - StatsD/Graphite/Grafana

Docker - Deploying a Java EE JBoss/WildFly Application on AWS Elastic Beanstalk Using Docker Containers

Docker : NodeJS with GCP Kubernetes Engine

Docker : Jenkins Multibranch Pipeline with Jenkinsfile and Github

Docker : Jenkins Master and Slave

Docker - ELK : ElasticSearch, Logstash, and Kibana

Docker - ELK 7.6 : Elasticsearch on Centos 7 Docker - ELK 7.6 : Filebeat on Centos 7

Docker - ELK 7.6 : Logstash on Centos 7

Docker - ELK 7.6 : Kibana on Centos 7 Part 1

Docker - ELK 7.6 : Kibana on Centos 7 Part 2

Docker - ELK 7.6 : Elastic Stack with Docker Compose

Docker - Deploy Elastic Cloud on Kubernetes (ECK) via Elasticsearch operator on minikube

Docker - Deploy Elastic Stack via Helm on minikube

Docker Compose - A gentle introduction with WordPress

Docker Compose - MySQL

MEAN Stack app on Docker containers : micro services

Docker Compose - Hashicorp's Vault and Consul Part A (install vault, unsealing, static secrets, and policies)

Docker Compose - Hashicorp's Vault and Consul Part B (EaaS, dynamic secrets, leases, and revocation)

Docker Compose - Hashicorp's Vault and Consul Part C (Consul)

Docker Compose with two containers - Flask REST API service container and an Apache server container

Docker compose : Nginx reverse proxy with multiple containers

Docker compose : Nginx reverse proxy with multiple containers

Docker & Kubernetes : Envoy - Getting started

Docker & Kubernetes : Envoy - Front Proxy

Docker & Kubernetes : Ambassador - Envoy API Gateway on Kubernetes

Docker Packer

Docker Cheat Sheet

Docker Q & A

Kubernetes Q & A - Part I

Kubernetes Q & A - Part II

Docker - Run a React app in a docker

Docker - Run a React app in a docker II (snapshot app with nginx)

Docker - NodeJS and MySQL app with React in a docker

Docker - Step by Step NodeJS and MySQL app with React - I

Installing LAMP via puppet on Docker

Docker install via Puppet

Nginx Docker install via Ansible

Apache Hadoop CDH 5.8 Install with QuickStarts Docker

Docker - Deploying Flask app to ECS

Docker Compose - Deploying WordPress to AWS

Docker - WordPress Deploy to ECS with Docker-Compose (ECS-CLI EC2 type)

Docker - ECS Fargate

Docker - AWS ECS service discovery with Flask and Redis

Docker & Kubernetes: minikube version: v1.31.2, 2023

Docker & Kubernetes 1 : minikube

Docker & Kubernetes 2 : minikube Django with Postgres - persistent volume

Docker & Kubernetes 3 : minikube Django with Redis and Celery

Docker & Kubernetes 4 : Django with RDS via AWS Kops

Docker & Kubernetes : Kops on AWS

Docker & Kubernetes : Ingress controller on AWS with Kops

Docker & Kubernetes : HashiCorp's Vault and Consul on minikube

Docker & Kubernetes : HashiCorp's Vault and Consul - Auto-unseal using Transit Secrets Engine

Docker & Kubernetes : Persistent Volumes & Persistent Volumes Claims - hostPath and annotations

Docker & Kubernetes : Persistent Volumes - Dynamic volume provisioning

Docker & Kubernetes : DaemonSet

Docker & Kubernetes : Secrets

Docker & Kubernetes : kubectl command

Docker & Kubernetes : Assign a Kubernetes Pod to a particular node in a Kubernetes cluster

Docker & Kubernetes : Configure a Pod to Use a ConfigMap

AWS : EKS (Elastic Container Service for Kubernetes)

Docker & Kubernetes : Run a React app in a minikube

Docker & Kubernetes : Minikube install on AWS EC2

Docker & Kubernetes : Cassandra with a StatefulSet

Docker & Kubernetes : Terraform and AWS EKS

Docker & Kubernetes : Pods and Service definitions

Docker & Kubernetes : Headless service and discovering pods

Docker & Kubernetes : Service IP and the Service Type

Docker & Kubernetes : Kubernetes DNS with Pods and Services

Docker & Kubernetes - Scaling and Updating application

Docker & Kubernetes : Horizontal pod autoscaler on minikubes

Docker & Kubernetes : NodePort vs LoadBalancer vs Ingress

Docker & Kubernetes : Load Testing with Locust on GCP Kubernetes

Docker & Kubernetes : From a monolithic app to micro services on GCP Kubernetes

Docker & Kubernetes : Rolling updates

Docker & Kubernetes : Deployments to GKE (Rolling update, Canary and Blue-green deployments)

Docker & Kubernetes : Slack Chat Bot with NodeJS on GCP Kubernetes

Docker & Kubernetes : Continuous Delivery with Jenkins Multibranch Pipeline for Dev, Canary, and Production Environments on GCP Kubernetes

Docker & Kubernetes - MongoDB with StatefulSets on GCP Kubernetes Engine

Docker & Kubernetes : Nginx Ingress Controller on minikube

Docker & Kubernetes : Setting up Ingress with NGINX Controller on Minikube (Mac)

Docker & Kubernetes : Nginx Ingress Controller for Dashboard service on Minikube

Docker & Kubernetes : Nginx Ingress Controller on GCP Kubernetes

Docker & Kubernetes : Kubernetes Ingress with AWS ALB Ingress Controller in EKS

Docker & Kubernetes : MongoDB / MongoExpress on Minikube

Docker & Kubernetes : Setting up a private cluster on GCP Kubernetes

Docker & Kubernetes : Kubernetes Namespaces (default, kube-public, kube-system) and switching namespaces (kubens)

Docker & Kubernetes : StatefulSets on minikube

Docker & Kubernetes : StatefulSets on minikube

Docker & Kubernetes : RBAC

Docker & Kubernetes Service Account, RBAC, and IAM

Docker & Kubernetes - Kubernetes Service Account, RBAC, IAM with EKS ALB, Part 1

Docker & Kubernetes : Helm Chart

Docker & Kubernetes : My first Helm deploy

Docker & Kubernetes : Readiness and Liveness Probes

Docker & Kubernetes : Helm chart repository with Github pages

Docker & Kubernetes : Deploying WordPress and MariaDB with Ingress to Minikube using Helm Chart

Docker & Kubernetes : Deploying WordPress and MariaDB to AWS using Helm 2 Chart

Docker & Kubernetes : Deploying WordPress and MariaDB to AWS using Helm 3 Chart

Docker & Kubernetes : Helm Chart for Node/Express and MySQL with Ingress

Docker & Kubernetes : Docker_Helm_Chart_Node_Expess_MySQL_Ingress.php

Docker & Kubernetes: Deploy Prometheus and Grafana using Helm and Prometheus Operator - Monitoring Kubernetes node resources out of the box

Docker & Kubernetes : Deploy Prometheus and Grafana using kube-prometheus-stack Helm Chart

Docker & Kubernetes : Istio (service mesh) sidecar proxy on GCP Kubernetes

Docker & Kubernetes : Istio on EKS

Docker & Kubernetes : Istio on Minikube with AWS EC2 for Bookinfo Application

Docker & Kubernetes : Deploying .NET Core app to Kubernetes Engine and configuring its traffic managed by Istio (Part I)

Docker & Kubernetes : Deploying .NET Core app to Kubernetes Engine and configuring its traffic managed by Istio (Part II - Prometheus, Grafana, pin a service, split traffic, and inject faults)

Docker & Kubernetes : Helm Package Manager with MySQL on GCP Kubernetes Engine

Docker & Kubernetes : Deploying Memcached on Kubernetes Engine

Docker & Kubernetes : EKS Control Plane (API server) Metrics with Prometheus

Docker & Kubernetes : Spinnaker on EKS with Halyard

Docker & Kubernetes : Continuous Delivery Pipelines with Spinnaker and Kubernetes Engine

Docker & Kubernetes: Multi-node Local Kubernetes cluster - Kubeadm-dind(docker-in-docker)

Docker & Kubernetes: Multi-node Local Kubernetes cluster - Kubeadm-kind(k8s-in-docker)

Docker & Kubernetes : nodeSelector, nodeAffinity, taints/tolerations, pod affinity and anti-affinity - Assigning Pods to Nodes

Docker & Kubernetes : Jenkins-X on EKS

Docker & Kubernetes : ArgoCD App of Apps with Heml on Kubernetes

Docker & Kubernetes : ArgoCD on Kubernetes cluster

Docker & Kubernetes : GitOps with ArgoCD for Continuous Delivery to Kubernetes clusters (minikube) - guestbook




Sponsor Open Source development activities and free contents for everyone.

Thank you.

- K Hong







Ansible 2.0



What is Ansible?

Quick Preview - Setting up web servers with Nginx, configure environments, and deploy an App

SSH connection & running commands

Ansible: Playbook for Tomcat 9 on Ubuntu 18.04 systemd with AWS

Modules

Playbooks

Handlers

Roles

Playbook for LAMP HAProxy

Installing Nginx on a Docker container

AWS : Creating an ec2 instance & adding keys to authorized_keys

AWS : Auto Scaling via AMI

AWS : creating an ELB & registers an EC2 instance from the ELB

Deploying Wordpress micro-services with Docker containers on Vagrant box via Ansible

Setting up Apache web server

Deploying a Go app to Minikube

Ansible with Terraform





Terraform



Introduction to Terraform with AWS elb & nginx

Terraform Tutorial - terraform format(tf) and interpolation(variables)

Terraform Tutorial - user_data

Terraform Tutorial - variables

Terraform 12 Tutorial - Loops with count, for_each, and for

Terraform Tutorial - creating multiple instances (count, list type and element() function)

Terraform Tutorial - State (terraform.tfstate) & terraform import

Terraform Tutorial - Output variables

Terraform Tutorial - Destroy

Terraform Tutorial - Modules

Terraform Tutorial - Creating AWS S3 bucket / SQS queue resources and notifying bucket event to queue

Terraform Tutorial - AWS ASG and Modules

Terraform Tutorial - VPC, Subnets, RouteTable, ELB, Security Group, and Apache server I

Terraform Tutorial - VPC, Subnets, RouteTable, ELB, Security Group, and Apache server II

Terraform Tutorial - Docker nginx container with ALB and dynamic autoscaling

Terraform Tutorial - AWS ECS using Fargate : Part I

Hashicorp Vault

HashiCorp Vault Agent

HashiCorp Vault and Consul on AWS with Terraform

Ansible with Terraform

AWS IAM user, group, role, and policies - part 1

AWS IAM user, group, role, and policies - part 2

Delegate Access Across AWS Accounts Using IAM Roles

AWS KMS

terraform import & terraformer import

Terraform commands cheat sheet

Terraform Cloud

Terraform 14

Creating Private TLS Certs





DevOps



Phases of Continuous Integration

Software development methodology

Introduction to DevOps

Samples of Continuous Integration (CI) / Continuous Delivery (CD) - Use cases

Artifact repository and repository management

Linux - General, shell programming, processes & signals ...

RabbitMQ...

MariaDB

New Relic APM with NodeJS : simple agent setup on AWS instance

Nagios on CentOS 7 with Nagios Remote Plugin Executor (NRPE)

Nagios - The industry standard in IT infrastructure monitoring on Ubuntu

Zabbix 3 install on Ubuntu 14.04 & adding hosts / items / graphs

Datadog - Monitoring with PagerDuty/HipChat and APM

Install and Configure Mesos Cluster

Cassandra on a Single-Node Cluster

Container Orchestration : Docker Swarm vs Kubernetes vs Apache Mesos

OpenStack install on Ubuntu 16.04 server - DevStack

AWS EC2 Container Service (ECS) & EC2 Container Registry (ECR) | Docker Registry

CI/CD with CircleCI - Heroku deploy

Introduction to Terraform with AWS elb & nginx

Docker & Kubernetes

Kubernetes I - Running Kubernetes Locally via Minikube

Kubernetes II - kops on AWS

Kubernetes III - kubeadm on AWS

AWS : EKS (Elastic Container Service for Kubernetes)

CI/CD Github actions

CI/CD Gitlab



DevOps / Sys Admin Q & A



(1A) - Linux Commands

(1B) - Linux Commands

(2) - Networks

(2B) - Networks

(3) - Linux Systems

(4) - Scripting (Ruby/Shell)

(5) - Configuration Management

(6) - AWS VPC setup (public/private subnets with NAT)

(6B) - AWS VPC Peering

(7) - Web server

(8) - Database

(9) - Linux System / Application Monitoring, Performance Tuning, Profiling Methods & Tools

(10) - Trouble Shooting: Load, Throughput, Response time and Leaks

(11) - SSH key pairs, SSL Certificate, and SSL Handshake

(12) - Why is the database slow?

(13) - Is my web site down?

(14) - Is my server down?

(15) - Why is the server sluggish?

(16A) - Serving multiple domains using Virtual Hosts - Apache

(16B) - Serving multiple domains using server block - Nginx

(16C) - Reverse proxy servers and load balancers - Nginx

(17) - Linux startup process

(18) - phpMyAdmin with Nginx virtual host as a subdomain

(19) - How to SSH login without password?

(20) - Log Rotation

(21) - Monitoring Metrics

(22) - lsof

(23) - Wireshark introduction

(24) - User account management

(25) - Domain Name System (DNS)

(26) - NGINX SSL/TLS, Caching, and Session

(27) - Troubleshooting 5xx server errors

(28) - Linux Systemd: journalctl

(29) - Linux Systemd: FirewallD

(30) - Linux: SELinux

(31) - Linux: Samba

(0) - Linux Sys Admin's Day to Day tasks





Jenkins



Install

Configuration - Manage Jenkins - security setup

Adding job and build

Scheduling jobs

Managing_plugins

Git/GitHub plugins, SSH keys configuration, and Fork/Clone

JDK & Maven setup

Build configuration for GitHub Java application with Maven

Build Action for GitHub Java application with Maven - Console Output, Updating Maven

Commit to changes to GitHub & new test results - Build Failure

Commit to changes to GitHub & new test results - Successful Build

Adding code coverage and metrics

Jenkins on EC2 - creating an EC2 account, ssh to EC2, and install Apache server

Jenkins on EC2 - setting up Jenkins account, plugins, and Configure System (JAVA_HOME, MAVEN_HOME, notification email)

Jenkins on EC2 - Creating a Maven project

Jenkins on EC2 - Configuring GitHub Hook and Notification service to Jenkins server for any changes to the repository

Jenkins on EC2 - Line Coverage with JaCoCo plugin

Setting up Master and Slave nodes

Jenkins Build Pipeline & Dependency Graph Plugins

Jenkins Build Flow Plugin

Pipeline Jenkinsfile with Classic / Blue Ocean

Jenkins Setting up Slave nodes on AWS

Jenkins Q & A





Puppet



Puppet with Amazon AWS I - Puppet accounts

Puppet with Amazon AWS II (ssh & puppetmaster/puppet install)

Puppet with Amazon AWS III - Puppet running Hello World

Puppet Code Basics - Terminology

Puppet with Amazon AWS on CentOS 7 (I) - Master setup on EC2

Puppet with Amazon AWS on CentOS 7 (II) - Configuring a Puppet Master Server with Passenger and Apache

Puppet master /agent ubuntu 14.04 install on EC2 nodes

Puppet master post install tasks - master's names and certificates setup,

Puppet agent post install tasks - configure agent, hostnames, and sign request

EC2 Puppet master/agent basic tasks - main manifest with a file resource/module and immediate execution on an agent node

Setting up puppet master and agent with simple scripts on EC2 / remote install from desktop

EC2 Puppet - Install lamp with a manifest ('puppet apply')

EC2 Puppet - Install lamp with a module

Puppet variable scope

Puppet packages, services, and files

Puppet packages, services, and files II with nginx Puppet templates

Puppet creating and managing user accounts with SSH access

Puppet Locking user accounts & deploying sudoers file

Puppet exec resource

Puppet classes and modules

Puppet Forge modules

Puppet Express

Puppet Express 2

Puppet 4 : Changes

Puppet --configprint

Puppet with Docker

Puppet 6.0.2 install on Ubuntu 18.04





Chef



What is Chef?

Chef install on Ubuntu 14.04 - Local Workstation via omnibus installer

Setting up Hosted Chef server

VirtualBox via Vagrant with Chef client provision

Creating and using cookbooks on a VirtualBox node

Chef server install on Ubuntu 14.04

Chef workstation setup on EC2 Ubuntu 14.04

Chef Client Node - Knife Bootstrapping a node on EC2 ubuntu 14.04





Elasticsearch search engine, Logstash, and Kibana



Elasticsearch, search engine

Logstash with Elasticsearch

Logstash, Elasticsearch, and Kibana 4

Elasticsearch with Redis broker and Logstash Shipper and Indexer

Samples of ELK architecture

Elasticsearch indexing performance



Vagrant



VirtualBox & Vagrant install on Ubuntu 14.04

Creating a VirtualBox using Vagrant

Provisioning

Networking - Port Forwarding

Vagrant Share

Vagrant Rebuild & Teardown

Vagrant & Ansible





Big Data & Hadoop Tutorials



Hadoop 2.6 - Installing on Ubuntu 14.04 (Single-Node Cluster)

Hadoop 2.6.5 - Installing on Ubuntu 16.04 (Single-Node Cluster)

Hadoop - Running MapReduce Job

Hadoop - Ecosystem

CDH5.3 Install on four EC2 instances (1 Name node and 3 Datanodes) using Cloudera Manager 5

CDH5 APIs

QuickStart VMs for CDH 5.3

QuickStart VMs for CDH 5.3 II - Testing with wordcount

QuickStart VMs for CDH 5.3 II - Hive DB query

Scheduled start and stop CDH services

CDH 5.8 Install with QuickStarts Docker

Zookeeper & Kafka Install

Zookeeper & Kafka - single node single broker

Zookeeper & Kafka - Single node and multiple brokers

OLTP vs OLAP

Apache Hadoop Tutorial I with CDH - Overview

Apache Hadoop Tutorial II with CDH - MapReduce Word Count

Apache Hadoop Tutorial III with CDH - MapReduce Word Count 2

Apache Hadoop (CDH 5) Hive Introduction

CDH5 - Hive Upgrade to 1.3 to from 1.2

Apache Hive 2.1.0 install on Ubuntu 16.04

Apache HBase in Pseudo-Distributed mode

Creating HBase table with HBase shell and HUE

Apache Hadoop : Hue 3.11 install on Ubuntu 16.04

Creating HBase table with Java API

HBase - Map, Persistent, Sparse, Sorted, Distributed and Multidimensional

Flume with CDH5: a single-node Flume deployment (telnet example)

Apache Hadoop (CDH 5) Flume with VirtualBox : syslog example via NettyAvroRpcClient

List of Apache Hadoop hdfs commands

Apache Hadoop : Creating Wordcount Java Project with Eclipse Part 1

Apache Hadoop : Creating Wordcount Java Project with Eclipse Part 2

Apache Hadoop : Creating Card Java Project with Eclipse using Cloudera VM UnoExample for CDH5 - local run

Apache Hadoop : Creating Wordcount Maven Project with Eclipse

Wordcount MapReduce with Oozie workflow with Hue browser - CDH 5.3 Hadoop cluster using VirtualBox and QuickStart VM

Spark 1.2 using VirtualBox and QuickStart VM - wordcount

Spark Programming Model : Resilient Distributed Dataset (RDD) with CDH

Apache Spark 2.0.2 with PySpark (Spark Python API) Shell

Apache Spark 2.0.2 tutorial with PySpark : RDD

Apache Spark 2.0.0 tutorial with PySpark : Analyzing Neuroimaging Data with Thunder

Apache Spark Streaming with Kafka and Cassandra

Apache Spark 1.2 with PySpark (Spark Python API) Wordcount using CDH5

Apache Spark 1.2 Streaming

Apache Drill with ZooKeeper install on Ubuntu 16.04 - Embedded & Distributed

Apache Drill - Query File System, JSON, and Parquet

Apache Drill - HBase query

Apache Drill - Hive query

Apache Drill - MongoDB query





Redis In-Memory Database



Redis vs Memcached

Redis 3.0.1 Install

Setting up multiple server instances on a Linux host

Redis with Python

ELK : Elasticsearch with Redis broker and Logstash Shipper and Indexer



GCP (Google Cloud Platform)



GCP: Creating an Instance

GCP: gcloud compute command-line tool

GCP: Deploying Containers

GCP: Kubernetes Quickstart

GCP: Deploying a containerized web application via Kubernetes

GCP: Django Deploy via Kubernetes I (local)

GCP: Django Deploy via Kubernetes II (GKE)





AWS (Amazon Web Services)



AWS : EKS (Elastic Container Service for Kubernetes)

AWS : Creating a snapshot (cloning an image)

AWS : Attaching Amazon EBS volume to an instance

AWS : Adding swap space to an attached volume via mkswap and swapon

AWS : Creating an EC2 instance and attaching Amazon EBS volume to the instance using Python boto module with User data

AWS : Creating an instance to a new region by copying an AMI

AWS : S3 (Simple Storage Service) 1

AWS : S3 (Simple Storage Service) 2 - Creating and Deleting a Bucket

AWS : S3 (Simple Storage Service) 3 - Bucket Versioning

AWS : S3 (Simple Storage Service) 4 - Uploading a large file

AWS : S3 (Simple Storage Service) 5 - Uploading folders/files recursively

AWS : S3 (Simple Storage Service) 6 - Bucket Policy for File/Folder View/Download

AWS : S3 (Simple Storage Service) 7 - How to Copy or Move Objects from one region to another

AWS : S3 (Simple Storage Service) 8 - Archiving S3 Data to Glacier

AWS : Creating a CloudFront distribution with an Amazon S3 origin

AWS : Creating VPC with CloudFormation

WAF (Web Application Firewall) with preconfigured CloudFormation template and Web ACL for CloudFront distribution

AWS : CloudWatch & Logs with Lambda Function / S3

AWS : Lambda Serverless Computing with EC2, CloudWatch Alarm, SNS

AWS : Lambda and SNS - cross account

AWS : CLI (Command Line Interface)

AWS : CLI (ECS with ALB & autoscaling)

AWS : ECS with cloudformation and json task definition

AWS : AWS Application Load Balancer (ALB) and ECS with Flask app

AWS : Load Balancing with HAProxy (High Availability Proxy)

AWS : VirtualBox on EC2

AWS : NTP setup on EC2

AWS: jq with AWS

AWS : AWS & OpenSSL : Creating / Installing a Server SSL Certificate

AWS : OpenVPN Access Server 2 Install

AWS : VPC (Virtual Private Cloud) 1 - netmask, subnets, default gateway, and CIDR

AWS : VPC (Virtual Private Cloud) 2 - VPC Wizard

AWS : VPC (Virtual Private Cloud) 3 - VPC Wizard with NAT

AWS : DevOps / Sys Admin Q & A (VI) - AWS VPC setup (public/private subnets with NAT)

AWS : OpenVPN Protocols : PPTP, L2TP/IPsec, and OpenVPN

AWS : Autoscaling group (ASG)

AWS : Setting up Autoscaling Alarms and Notifications via CLI and Cloudformation

AWS : Adding a SSH User Account on Linux Instance

AWS : Windows Servers - Remote Desktop Connections using RDP

AWS : Scheduled stopping and starting an instance - python & cron

AWS : Detecting stopped instance and sending an alert email using Mandrill smtp

AWS : Elastic Beanstalk with NodeJS

AWS : Elastic Beanstalk Inplace/Rolling Blue/Green Deploy

AWS : Identity and Access Management (IAM) Roles for Amazon EC2

AWS : Identity and Access Management (IAM) Policies, sts AssumeRole, and delegate access across AWS accounts

AWS : Identity and Access Management (IAM) sts assume role via aws cli2

AWS : Creating IAM Roles and associating them with EC2 Instances in CloudFormation

AWS Identity and Access Management (IAM) Roles, SSO(Single Sign On), SAML(Security Assertion Markup Language), IdP(identity provider), STS(Security Token Service), and ADFS(Active Directory Federation Services)

AWS : Amazon Route 53

AWS : Amazon Route 53 - DNS (Domain Name Server) setup

AWS : Amazon Route 53 - subdomain setup and virtual host on Nginx

AWS Amazon Route 53 : Private Hosted Zone

AWS : SNS (Simple Notification Service) example with ELB and CloudWatch

AWS : Lambda with AWS CloudTrail

AWS : SQS (Simple Queue Service) with NodeJS and AWS SDK

AWS : Redshift data warehouse

AWS : CloudFormation - templates, change sets, and CLI

AWS : CloudFormation Bootstrap UserData/Metadata

AWS : CloudFormation - Creating an ASG with rolling update

AWS : Cloudformation Cross-stack reference

AWS : OpsWorks

AWS : Network Load Balancer (NLB) with Autoscaling group (ASG)

AWS CodeDeploy : Deploy an Application from GitHub

AWS EC2 Container Service (ECS)

AWS EC2 Container Service (ECS) II

AWS Hello World Lambda Function

AWS Lambda Function Q & A

AWS Node.js Lambda Function & API Gateway

AWS API Gateway endpoint invoking Lambda function

AWS API Gateway invoking Lambda function with Terraform

AWS API Gateway invoking Lambda function with Terraform - Lambda Container

Amazon Kinesis Streams

Kinesis Data Firehose with Lambda and ElasticSearch

Amazon DynamoDB

Amazon DynamoDB with Lambda and CloudWatch

Loading DynamoDB stream to AWS Elasticsearch service with Lambda

Amazon ML (Machine Learning)

Simple Systems Manager (SSM)

AWS : RDS Connecting to a DB Instance Running the SQL Server Database Engine

AWS : RDS Importing and Exporting SQL Server Data

AWS : RDS PostgreSQL & pgAdmin III

AWS : RDS PostgreSQL 2 - Creating/Deleting a Table

AWS : MySQL Replication : Master-slave

AWS : MySQL backup & restore

AWS RDS : Cross-Region Read Replicas for MySQL and Snapshots for PostgreSQL

AWS : Restoring Postgres on EC2 instance from S3 backup

AWS : Q & A

AWS : Security

AWS : Security groups vs. network ACLs

AWS : Scaling-Up

AWS : Networking

AWS : Single Sign-on (SSO) with Okta

AWS : JIT (Just-in-Time) with Okta





Powershell 4 Tutorial



Powersehll : Introduction

Powersehll : Help System

Powersehll : Running commands

Powersehll : Providers

Powersehll : Pipeline

Powersehll : Objects

Powershell : Remote Control

Windows Management Instrumentation (WMI)

How to Enable Multiple RDP Sessions in Windows 2012 Server

How to install and configure FTP server on IIS 8 in Windows 2012 Server

How to Run Exe as a Service on Windows 2012 Server

SQL Inner, Left, Right, and Outer Joins





Git/GitHub Tutorial



One page express tutorial for GIT and GitHub

Installation

add/status/log

commit and diff

git commit --amend

Deleting and Renaming files

Undoing Things : File Checkout & Unstaging

Reverting commit

Soft Reset - (git reset --soft <SHA key>)

Mixed Reset - Default

Hard Reset - (git reset --hard <SHA key>)

Creating & switching Branches

Fast-forward merge

Rebase & Three-way merge

Merge conflicts with a simple example

GitHub Account and SSH

Uploading to GitHub

GUI

Branching & Merging

Merging conflicts

GIT on Ubuntu and OS X - Focused on Branching

Setting up a remote repository / pushing local project and cloning the remote repo

Fork vs Clone, Origin vs Upstream

Git/GitHub Terminologies

Git/GitHub via SourceTree II : Branching & Merging

Git/GitHub via SourceTree III : Git Work Flow

Git/GitHub via SourceTree IV : Git Reset

Git wiki - quick command reference






Subversion

Subversion Install On Ubuntu 14.04

Subversion creating and accessing I

Subversion creating and accessing II








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