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1.
Launching Spot Instances
AWS CloudShell
Creating a Launch Template
Launching EC2 Spot Instances via EC2 Auto Scaling group
Launching EC2 Spot Instances via Spot Fleet request
Launching EC2 Spot Instances via an EC2 Fleet
Launching an EC2 Spot Instance via the RunInstances API
Spot Blueprints
Savings Summary
Clean Up
Final Thoughts
2.
EC2 Auto Scaling
Requirements and Notes
Architecture
Starting the workshop
...At an AWS event
...On your own
Setup with CloudFormation
Using the Cloud9 Environment
Setup AWS CLI and other tools
Clone the GitHub repo
Create an EC2 launch template
Deploy the AWS Elastic Load Balancer
Create an EC2 Auto Scaling Group
Browse to the web app
Using Dynamic Scaling in ASG
Stress the app with AWS Systems Manager
Resilience with Spot Instances
Finished!
Cleanup
Learn more
3.
Containers with ECS
Prerequisites
Introduction
Introduction to Containers
Introduction to ECS
Scaling ECS Workloads
Starting the workshop
...At an AWS event
...On your own (self-paced)
Setup the Workspace environment
Deploy CloudFormation Stack
Setup Cloud9 Environment
Resize Cloud9 Instance Root Volume
Setup AWS CLI and clone the workshop repo
Using Spot Instances with Auto Scaling groups capacity providers
Architecture
Create an ECS cluster
Create On-Demand Auto Scaling Group and Capacity Provider
Selecting Spot Instance Types
Create EC2 Spot Auto Scaling Group and Capacity Provider
Setup default capacity provider strategy
Visualizing ECS Scaling Metrics
Create an ECS service
ECS Managed Scaling
EC2 Spot Interruption Handling in ECS
Using AWS Fargate Spot capacity providers
Add Fargate capacity providers to ECS Cluster
Create ECS Fargate Tasks
Create ECS Fargate service
Cleanup
Conclusion
4.
Containers with EKS
Introduction
Kubernetes (k8s) Basics
What is Kubernetes?
Kubernetes Nodes
K8s Objects Overview
K8s Objects Detail (1/2)
K8s Objects Detail (2/2)
Kubernetes Architecture
Architectural Overview
Control Plane
Data Plane
Kubernetes Cluster Setup
Amazon EKS
EKS Cluster Creation Workflow
What happens when you create your EKS cluster
EKS Architecture for Control plane and Worker node communication
High Level
Start the workshop...
...on your own
...at an AWS event
Create a Workspace
Install Kubernetes Tools
Update to the latest AWS CLI
Attach the IAM role to your Workspace
Update IAM settings for your Workspace
Create an SSH key
Launch using eksctl
Prerequisites
Launch EKS
Test the Cluster
Helm
Install Helm CLI
Deploy the Metric server
Install Kube-ops-view
Creating Spot managed node groups on EKS
Advantages of EKS Spot Managed Node Group
Selecting Instance Types
Adding Spot Workers with eksctl
Spot configuration and lifecycle
(Optional) Creating Spot self managed nodegroups on EKS
Selecting Instance Types
Adding Spot Workers with eksctl
Deploy The Node Termination Handler
Deploying the example Microservice
Monte Carlo Pi Template
Tolerations and Affinity
Deploying the Application
Autoscaling our Applications and Clusters
Configure Cluster Autoscaler (CA)
Scale a Cluster with CA
Configure Horizontal Pod Autoscaler (HPA)
Scale the Application
(Optional) Running cost optimized and resilient Jenkins jobs
Setting up Jenkins master
Setting up Jenkins agents
Increasing resilience
Running Jenkins jobs
Auto scaling Jenkins nodes
Jenkins cleanup
Cleanup
Conclusion
What Have We Accomplished
5.
ML Model Training
Starting the workshop
...At an AWS event
...On your own
Prerequisites
Create an Amazon SageMaker Notebook Instance
Running Notebooks
Accessing JupyterLab
Configuring Libraries for Managed Spot Training
Running Notebooks
Understanding and Reporting on Savings
Cleanup
6.
Spark apps with EMR
Starting the workshop
...At an AWS event
...On your own
Prerequisites and initial steps
Create a Workspace
Configure your Cloud9 workspace
EMR Instance Fleets
Right sizing Spark executors
Selecting instance types
Launch a cluster - Step 1
Launch a cluster - Step 2
Launch a cluster - Steps 3&4
Fleet configuration options
Examining the cluster
Spot savings summary
Tracking Spot interruptions
Automations and monitoring
Verifying the app's results
Analyzing costs
(Optional) simulating recovery
Conclusions and cleanup
7.
CI/CD and Test Workloads
Workshop Preparation
Lab 1: Reduce the cost of builds using Amazon EC2 Spot Fleet
Lab 2: Deploy testing environments using Spot & Launch Templates
Code snippet: The Test Environment CloudFormation template
Code snippet: The SpotCICDWorkshop_ManageTestEnvironment Lambda function
Lab 3: Externalise state data to add resiliency to Jenkins
Lab 4: Using containers backed by Spot instance in Auto Scaling Groups
Workshop Cleanup
8.
Monte Carlo on Spot Fleet
Set up the Environment
Explore Algorithmic Trading Concepts with Jupyter
Deploy an Automated Trading Strategy on EC2 Spot Fleet
Leverage a Fully Managed Solution using AWS Batch
Clean Up
9.
EC2 Workloads at Scale
Requirements and Notes
Architecture
Starting the workshop
...At an AWS event
...On your own
Setup with CloudFormation
Using the Cloud9 Environment
Setup AWS CLI and other tools
Clone the GitHub repo
Create an EC2 launch template
Deploy the database with Amazon RDS
Deploy the AWS Elastic Load Balancer
Create an EC2 Auto Scaling Group
Seed the database with application data
Deploy to the ASG with CodeDeploy
Using Dynamic Scaling in ASG
Stress the app with AWS Systems Manager
Increasing resilience when using Spot Instances
Finished!
Cleanup
Learn more
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Amazon EC2 Spot Workshops
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Using Spot Instances with EKS
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Introduction
> Amazon EKS
Amazon EKS
In this section, we’ll cover the following topics:
EKS Cluster Creation Workflow
What happens when you create your EKS cluster
EKS Architecture for Control plane and Worker node communication
High Level
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