SlideShare a Scribd company logo
1 of 62
© 2020, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Esegui pod serverless con
Amazon EKS e AWS Fargate
Alessandro Micco, AWS Partner Solutions Architect
© 2020, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Make AWS the BEST PLACE
to run KUBERNETES
© 2020, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Production
Workloads
Native and
upstream
Seamless
integrations
OSS
Contribution
© 2020, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Production workloads
Single tenant
Multi-AZ and highly available
architecture
by default
99.95% Service Level Agreement
for every cluster
© 2020, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Native and upstream
Upstream conformant
Integration testing
with Kubernetes tooling
APIs and existing tooling
just work
© 2020, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
OSS contributions
AWS contributes
bug fixes, security patches, and
tooling improvements
Open-source components
Contribute to or maintain over
30 OSS projects on GitHub for
Kubernetes
© 2020, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Seamless integrations
Identity
Audits
Routing
Compliance
Monitoring
Logging
Ingress
Security
Databases
Networking
Storage
© 2020, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
All the building blocks for
Kubernetes
in one place
© 2020, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Containers options on AWS – over time
Docker
Host
AWS Cloud
AWSmanagedCustomermanaged
© 2020, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Containers options on AWS – over time
Amazon ECS
EC2 Container
Instances
Auto Scaling group
2015
ECS API
Docker
Host
AWS Cloud
AWSmanagedCustomermanaged
© 2020, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Containers options on AWS – over time
AWS Fargate
Amazon ECS
EC2 Container
Instances
Auto Scaling group
2017
ECS API
Docker
Host
AWS Cloud
AWSmanagedCustomermanaged
© 2020, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Containers options on AWS – over time
AWS Fargate
Amazon ECS
EC2 Container
Instances
Auto Scaling group
Worker
nodes
Auto Scaling group
DIY K8S
ECS API
K8s API
Docker
Host
AWS Cloud
AWSmanagedCustomermanaged
© 2020, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Containers options on AWS – over time
AWS Fargate
Amazon ECSAmazon EKS
EC2 Container
Instances
Auto Scaling group
Worker
nodes
Auto Scaling group
DIY K8S
2018
K8s API ECS API
K8s API
Docker
Host
AWS Cloud
AWSmanagedCustomermanaged
© 2020, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Management of the
Kubernetes control plane
Phase 1
© 2020, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Management of the
Kubernetes control plane
Phase 1
Phase 2
Management of the
Kubernetes data plane
© 2020, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Containers options on AWS – over time
AWS Fargate
Amazon ECSAmazon EKS
EC2 Container
Instances
Auto Scaling group
Managed
Node Groups
Auto Scaling group
Worker
nodes
Auto Scaling group
DIY K8S
2019
K8s API ECS API
K8s API
Docker
Host
AWS Cloud
AWSmanagedCustomermanaged
© 2020, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Containers options on AWS – over time
AWS Fargate
Amazon ECSAmazon EKS
EC2 Container
Instances
K8s API ECS API
AWS Cloud
Auto Scaling group
Managed
Node Groups
Auto Scaling group
Worker
nodes
Auto Scaling group
DIY K8S
re:Invent 2019
Docker
Host
K8s API
AWSmanagedCustomermanaged
© 2020, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Amazon EKS on Fargate
Bring existing pods Production ready Rightsized and integrated
You don’t need to change
your existing pods.
Fargate works with existing
workflows and services that
run on Kubernetes.
Launch pods quickly. Easily run
pods across multiple AZs for high
availability.
Each pod runs in an isolated
compute environment.
Only pay for the resources you need
to run your pods.
Includes native AWS integrations for
networking and security.
© 2020, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
What matters for Fargate
Fargate is a serverless compute platform
for containers on AWS
The differences between using EKS and ECS with
Fargate are driven by the orchestration system
© 2020, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
The EC2 flow at 33,000 feet
Amazon EC2
Customer AccountAWS
VPC
PodService
You have to manage this
capacity (e.g., with ASGs)
Run a container on EC2
for me, please
EC2
Control Plane
ENI
© 2020, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
The Fargate flow at 33,000 feet
Customer AccountAWS
Control Plane
VPC
AWS Fargate
Run a container on
FARGATE for me, please
You don’t have to
manage capacity
FARGATE
PodService
ENI
© 2020, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Fargate Managed nodes Unmanaged nodes
Units of work Pod Pod and EC2 Pod and EC2
Unit of charge Pod EC2 EC2
Fargate Vs. (Un)Managed Nodes
© 2020, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Fargate Managed nodes Unmanaged nodes
Units of work Pod Pod and EC2 Pod and EC2
Unit of charge Pod EC2 EC2
Host lifecycle There is no visible host AWS (SSH is allowed) Customer
Host AMI There is no visible host AWS vetted AMIs Customer BYO
Fargate Vs. (Un)Managed Nodes
© 2020, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Fargate Managed nodes Unmanaged nodes
Units of work Pod Pod and EC2 Pod and EC2
Unit of charge Pod EC2 EC2
Host lifecycle There is no visible host AWS (SSH is allowed) Customer
Host AMI There is no visible host AWS vetted AMIs Customer BYO
Host : Pods 1 : 1 1 : many 1 : many
Fargate vs. (Un)Managed Nodes
© 2020, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
EKS data plane options
Worker nodes only
Amazon EKS
Availability Zone 1
Auto Scaling group
Availability Zone 2
Auto Scaling group
Worker node Worker node
Worker node Worker node
Amazon EC2
Auto Scaling
Traditional container data plane
Pods
© 2020, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
EKS data plane options
Mixed mode
Serverless container data plane
re:Invent 2019
AWS Fargate
Amazon EKS
Availability Zone 1
Auto Scaling group
Availability Zone 2
Auto Scaling group
Worker node Worker node
Worker node Worker node
Amazon EC2
Auto Scaling
Traditional container data plane
PodsPods
© 2020, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
EKS data plane options
Fargate only
Serverless container data plane
re:Invent 2019
AWS Fargate
Amazon EKS
Pods
Demo
© 2020, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Kubernetes and EKS: Objects and constructs
KubernetesAmazon EKS
Amazon EKS
© 2020, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Kubernetes and EKS: Objects and constructs
KubernetesAmazon EKS
aws eks create-cluster
aws eks update-cluster-version
…
kubectl apply
kubectl autoscale
Kubectl expose
…aws eks create-fargate-profile
NEW
© 2020, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Fargate profile template
Subnets to pick for
the Pod deployment
Parameters to “catch”
the pod deployment
IAM Role to be associated to the kubelet
{
"name": profile-a,
"clusterName": mycluster,
"podExecutionRole": iam-role-xyz,
"subnets": subnet-0ad888345,
"selectors": [
{
"namespace": prod,
"labels": {
stack: blue
}
}
]
}
Fargate profile
Simplified deployment flow
Availability Zone 1
Auto Scaling group
Availability Zone 2
Auto Scaling group
Worker node Worker node
Worker node Worker node
Amazon EC2 Auto
Scaling
AWS Fargate
KubernetesAmazon EKS
Fargate Scheduler
Pod 4
Mutating/
Validating
Webhooks
namespace: prod
labels:
- stack: blue
- profile = profile-a
- schedulerName = fargate-
scheduler
Pod
3
2 namespace: prod
labels:
- stack: blue
1
Pod
{
"name": profile-a,
"clusterName": mycluster,
"podExecutionRole": iam-role-xyz,
"subnets": subnet-0ad888345,
"selectors": [
{
"namespace": prod,
"labels": {
stack: blue
}
}
]
}
Fargate profile
Simplified deployment flow
Availability Zone 1
Auto Scaling group
Availability Zone 2
Auto Scaling group
Worker node Worker node
Worker node Worker node
Amazon EC2 Auto
Scaling
AWS Fargate
KubernetesAmazon EKS
Fargate Scheduler
Pod 4
Mutating/
Validating
Webhooks
namespace: test
1
Pod
2
3
© 2020, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Need a custom pod spec to deploy to Fargate?
No You can configure EKS to deploy to Fargate…
without touching your pod spec
See the pod
restart on Fargate
Kill the podCreate a Fargate
profile that matches
the pod namespace
(and optionally, labels)
Example
Run a pod on standard
worker nodes
Example: Deploy to workers
Availability Zone 1
Auto Scaling group
Availability Zone 2
Auto Scaling group
Worker node Worker node
Worker node Worker node
Amazon EC2 Auto
Scaling
AWS Fargate
KubernetesAmazon EKS
Fargate Scheduler
Pod 4
Mutating/
Validating
Webhooks
2
3
1
Pod
namespace: default
1
Pod
{
"name": profile-a,
"clusterName": mycluster,
"podExecutionRole": iam-role-xyz,
"subnets": subnet-0ad888345,
"selectors": [
{
"namespace": default
}
}
]
}
Fargate profile
Example: Re-deploy to Fargate
Availability Zone 1
Auto Scaling group
Availability Zone 2
Auto Scaling group
Worker node Worker node
Worker node Worker node
Amazon EC2 Auto
Scaling
AWS Fargate
KubernetesAmazon EKS
Fargate Scheduler
Pod 4
Mutating/
Validating
Webhooks
namespace: default
labels:
- profile = profile-a
- shchedulerName = fargate-
schedulerPod
3
2 namespace: default
1
Pod
Same pod spec
POD Sizing
© 2020, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
How do we pick the size of the pod?
Init containers
Start sequentially and then stop
Containers
Long running
Request
Limit
This is for both
Memory and
CPU dimensions
© 2020, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
How do we pick the size of the pod?
Init containers
Start sequentially and then stop
Containers
Long running
Request
Only requests
are considered
1
© 2020, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
How do we pick the size of the pod?
Init containers
Start sequentially and then stop
Containers
Long running
Request
Requests
for ALL
long-running
containers are
added together
2
© 2020, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
How do we pick the size of the pod?
Init containers
Start sequentially and then stop
Containers
Long running
Request
The biggest
number is taken
and used to size
the Fargate pod
3
This
© 2020, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
How do we pick the size of the pod?
Init containers
Start sequentially and then stop
Containers
Long running
Another
example?
© 2020, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
How do we pick the size of the pod?
Init containers
Start sequentially and then stop
Containers
Long running
Let’s
consider the
requests only
© 2020, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
How do we pick the size of the pod?
Init containers
Start sequentially and then stop
Containers
Long running
Let’s add all
long-running
containers and
pick the biggest
number
This
© 2020, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
How do we pick the size of the pod?
Init containers
Start sequentially and then stop
Containers
Long running
How do we
go from this
Pod config
example to a
Fargate size?
This
© 2020, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
How do we pick the size of the pod?
This
Fargate task size combinations
© 2020, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
How do we pick the size of the pod?
This
Closest config
(rounded up)
is picked
Fargate task size combinations
MEMCPU
+256MB
Kubernetes components
© 2020, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Networking architecture
Secondary
IPs
K8s
components
Worker nodes data plane
(Instance)
PodPodPodPod
ENIENI
(Instances)
Fargate data plane
K8s
components
Pod
K8s
components
Pod
K8s
components
Pod
K8s
components
Pod
ENIENIENIENI
© 2020, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Secondary
IPs
K8s
components
Worker nodes data plane
(Instance)
PodPodPodPod
ENIENI
(Instances)
Fargate data plane
K8s
components
Pod
K8s
components
Pod
K8s
components
Pod
K8s
components
Pod
ENIENIENIENI
Security group considerations
SG1
SG1 SG1 SG1 SG1
© 2020, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Load Balancers considerations
ALB Ingress works as it normally does
Latest version includes the required code changes to make it work
NLB support with the AWS Load Balancer Controller (Oct, 2020)
AWS Load Balancer Controller includes support for both Application Load Balancers and Network
Load Balancers. The new controller enables you to simplify operations and save costs by sharing
an Application Load Balancer across multiple applications in your Kubernetes cluster, as well as
using a Network Load Balancer to target pods running on AWS Fargate.
CLB will not work because it must target EC2 instances
There are no EC2 instances with EKS/Fargate
© 2020, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Storage options with EKS for Fargate
AWS Fargate provides a local storage space for containers to share
This space is ephemeral and only lives for the time the pod lives
Persistent storage for Fargate is a frequent ask from customers and is
available with latest Amazon EFS CSI driver (Aug, 2020)
AWS Fargate will use the EFS CSI driver to automatically mount an EFS file system requested by a
pod running on Fargate, without the need for manual driver installation. Fargate pods requiring
EFS volumes can be started with newly created EKS clusters running Kubernetes version 1.17
© 2020, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
EKSCTL support
EKSCTL supports Fargate and EC2 worker nodes
Make sure you use the latest version
It is possible to create a Fargate-only cluster
Or a combination of Fargate and managed node groups
EKSCTL takes care of some undifferentiated
heavy lifting
Such as creating the Fargate profiles and more
$ eksctl create cluster --fargate
https://eksctl.io/
© 2020, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Recap: EKS for Fargate introduces UX changes
Things you no
longer need to do
Manage Kubernetes
worker nodes
Pay for unused capacity
Use K8s Cluster
Autoscaler (CA)
Things you get
out of the box
VM isolation at pod level
Pod level billing
Easy chargeback in multi-
tenant scenarios
Use LoadBalancer (ALB/NLB)
Run statefull workloads via EFS
Things you
can’t do (for now)
Deploy Daemonsets
Use Classic
LoadBalancer (CLB)
Running privileged
containers
Security Groups per Pod
https://github.com/aws/containers-roadmap
© 2020, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Limits: Things to keep in mind
AWS accounts have a soft limit of 500
Fargate tasks/pods per region
You increase this limit
Due to the nature of the solution,
there’s a limit of 5,000 pods per cluster
K8s tests up to
5,000 workers per cluster
© 2020, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Scalability: Things to keep in mind
Single individual pod start time may be longer
on Fargate than on EC2
Each pod deployment sources a virtual
node first from the Fargate fleet
Pod deployments at scale may be faster due to
Fargate parallelism
E.g., think of the delay that Cluster Autoscaler can
introduce in sourcing new EC2 capacity
© 2020, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Pricing
Standard EKS cluster pricing $0.10 per hour
Standard Fargate Pricing for vCPU and memory
AWS Fargate for Amazon EKS now included in Compute
Savings Plans (Aug, 2020)
© 2020, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
AWS Europe (Milan) Region
On April, 28th AWS expanded its global footprint with the opening of the AWS Infrastructure Region in Italy. The new
Region AWS Europe (Milano) brings advanced cloud technologies that enable opportunities for innovation,
entrepreneurship, and digital transformation. For additional information about services and characteristics of an AWS
Region, you can check the website: aws.amazon.com/local/italy/milan/
© 2020, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
AWS Training & Certification
https://www.aws.training : Free on-demand courses to help you build new cloud skills
Video: Deep Dive on AWS Fargate: Building Serverless Containers at Scale
https://www.aws.training/Details/Video?id=26855
E-Learning: Amazon Elastic Kubernetes Service (EKS) Primer
https://www.aws.training/Details/eLearning?id=32894
Video: Introduction to AWS Fargate
https://www.aws.training/Details/Video?id=16623
For more info on AWS T&C visit: https://aws.amazon.com/it/training/
Available AWS Certifications
Thanks!

More Related Content

What's hot

LG 이노텍 - Amazon Redshift Serverless를 활용한 데이터 분석 플랫폼 혁신 과정 - 발표자: 유재상 선임, LG이노...
LG 이노텍 - Amazon Redshift Serverless를 활용한 데이터 분석 플랫폼 혁신 과정 - 발표자: 유재상 선임, LG이노...LG 이노텍 - Amazon Redshift Serverless를 활용한 데이터 분석 플랫폼 혁신 과정 - 발표자: 유재상 선임, LG이노...
LG 이노텍 - Amazon Redshift Serverless를 활용한 데이터 분석 플랫폼 혁신 과정 - 발표자: 유재상 선임, LG이노...Amazon Web Services Korea
 
금융권 최신 AWS 도입 사례 총정리 – 신한 제주 은행, KB손해보험 사례를 중심으로 - 지성국 사업 개발 담당 이사, AWS / 정을용...
금융권 최신 AWS 도입 사례 총정리 – 신한 제주 은행, KB손해보험 사례를 중심으로 - 지성국 사업 개발 담당 이사, AWS / 정을용...금융권 최신 AWS 도입 사례 총정리 – 신한 제주 은행, KB손해보험 사례를 중심으로 - 지성국 사업 개발 담당 이사, AWS / 정을용...
금융권 최신 AWS 도입 사례 총정리 – 신한 제주 은행, KB손해보험 사례를 중심으로 - 지성국 사업 개발 담당 이사, AWS / 정을용...Amazon Web Services Korea
 
DMS와 SCT를 활용한 Oracle에서 Open Source DB로의 전환
DMS와 SCT를 활용한 Oracle에서 Open Source DB로의 전환DMS와 SCT를 활용한 Oracle에서 Open Source DB로의 전환
DMS와 SCT를 활용한 Oracle에서 Open Source DB로의 전환Amazon Web Services Korea
 
Amazon EKS - Elastic Container Service for Kubernetes
Amazon EKS - Elastic Container Service for KubernetesAmazon EKS - Elastic Container Service for Kubernetes
Amazon EKS - Elastic Container Service for KubernetesAmazon Web Services
 
Introducing Azure SQL Database
Introducing Azure SQL DatabaseIntroducing Azure SQL Database
Introducing Azure SQL DatabaseJames Serra
 
SK Telecom - 망관리 프로젝트 TANGO의 오픈소스 데이터베이스 전환 여정 - 발표자 : 박승전, Project Manager, ...
SK Telecom - 망관리 프로젝트 TANGO의 오픈소스 데이터베이스 전환 여정 - 발표자 : 박승전, Project Manager, ...SK Telecom - 망관리 프로젝트 TANGO의 오픈소스 데이터베이스 전환 여정 - 발표자 : 박승전, Project Manager, ...
SK Telecom - 망관리 프로젝트 TANGO의 오픈소스 데이터베이스 전환 여정 - 발표자 : 박승전, Project Manager, ...Amazon Web Services Korea
 
Deep dive ECS & Fargate Deep Dive
Deep dive ECS & Fargate Deep DiveDeep dive ECS & Fargate Deep Dive
Deep dive ECS & Fargate Deep DiveAmazon Web Services
 
VMware on AWS A Technical Deep Dive PPT
VMware on AWS A Technical Deep Dive PPTVMware on AWS A Technical Deep Dive PPT
VMware on AWS A Technical Deep Dive PPTAmazon Web Services
 
AWS Summit Seoul 2023 | AWS에서 최소한의 비용으로 구현하는 멀티리전 DR 자동화 구성
AWS Summit Seoul 2023 | AWS에서 최소한의 비용으로 구현하는 멀티리전 DR 자동화 구성AWS Summit Seoul 2023 | AWS에서 최소한의 비용으로 구현하는 멀티리전 DR 자동화 구성
AWS Summit Seoul 2023 | AWS에서 최소한의 비용으로 구현하는 멀티리전 DR 자동화 구성Amazon Web Services Korea
 
천만 사용자를 위한 AWS 클라우드 아키텍처 진화하기::이창수::AWS Summit Seoul 2018
천만 사용자를 위한 AWS 클라우드 아키텍처 진화하기::이창수::AWS Summit Seoul 2018천만 사용자를 위한 AWS 클라우드 아키텍처 진화하기::이창수::AWS Summit Seoul 2018
천만 사용자를 위한 AWS 클라우드 아키텍처 진화하기::이창수::AWS Summit Seoul 2018Amazon Web Services Korea
 
AWS Summit Seoul 2023 | AWS Graviton과 함께하는 계획문제 최적화 애플리케이션 개발
AWS Summit Seoul 2023 | AWS Graviton과 함께하는 계획문제 최적화 애플리케이션 개발AWS Summit Seoul 2023 | AWS Graviton과 함께하는 계획문제 최적화 애플리케이션 개발
AWS Summit Seoul 2023 | AWS Graviton과 함께하는 계획문제 최적화 애플리케이션 개발Amazon Web Services Korea
 
Migrating On-Premises Databases to Cloud
Migrating On-Premises Databases to CloudMigrating On-Premises Databases to Cloud
Migrating On-Premises Databases to CloudAmazon Web Services
 
글로벌 기업들의 효과적인 데이터 분석을 위한 Data Lake 구축 및 분석 사례 - 김준형 (AWS 솔루션즈 아키텍트)
글로벌 기업들의 효과적인 데이터 분석을 위한 Data Lake 구축 및 분석 사례 - 김준형 (AWS 솔루션즈 아키텍트)글로벌 기업들의 효과적인 데이터 분석을 위한 Data Lake 구축 및 분석 사례 - 김준형 (AWS 솔루션즈 아키텍트)
글로벌 기업들의 효과적인 데이터 분석을 위한 Data Lake 구축 및 분석 사례 - 김준형 (AWS 솔루션즈 아키텍트)Amazon Web Services Korea
 
Data Migration to Azure SQL and Azure SQL Managed Instance - June 19 2020
Data Migration to Azure SQL and Azure SQL Managed Instance - June 19 2020Data Migration to Azure SQL and Azure SQL Managed Instance - June 19 2020
Data Migration to Azure SQL and Azure SQL Managed Instance - June 19 2020Timothy McAliley
 
AWS CodeCommit, CodeDeploy & CodePipeline
AWS CodeCommit, CodeDeploy & CodePipelineAWS CodeCommit, CodeDeploy & CodePipeline
AWS CodeCommit, CodeDeploy & CodePipelineJulien SIMON
 

What's hot (20)

LG 이노텍 - Amazon Redshift Serverless를 활용한 데이터 분석 플랫폼 혁신 과정 - 발표자: 유재상 선임, LG이노...
LG 이노텍 - Amazon Redshift Serverless를 활용한 데이터 분석 플랫폼 혁신 과정 - 발표자: 유재상 선임, LG이노...LG 이노텍 - Amazon Redshift Serverless를 활용한 데이터 분석 플랫폼 혁신 과정 - 발표자: 유재상 선임, LG이노...
LG 이노텍 - Amazon Redshift Serverless를 활용한 데이터 분석 플랫폼 혁신 과정 - 발표자: 유재상 선임, LG이노...
 
금융권 최신 AWS 도입 사례 총정리 – 신한 제주 은행, KB손해보험 사례를 중심으로 - 지성국 사업 개발 담당 이사, AWS / 정을용...
금융권 최신 AWS 도입 사례 총정리 – 신한 제주 은행, KB손해보험 사례를 중심으로 - 지성국 사업 개발 담당 이사, AWS / 정을용...금융권 최신 AWS 도입 사례 총정리 – 신한 제주 은행, KB손해보험 사례를 중심으로 - 지성국 사업 개발 담당 이사, AWS / 정을용...
금융권 최신 AWS 도입 사례 총정리 – 신한 제주 은행, KB손해보험 사례를 중심으로 - 지성국 사업 개발 담당 이사, AWS / 정을용...
 
DMS와 SCT를 활용한 Oracle에서 Open Source DB로의 전환
DMS와 SCT를 활용한 Oracle에서 Open Source DB로의 전환DMS와 SCT를 활용한 Oracle에서 Open Source DB로의 전환
DMS와 SCT를 활용한 Oracle에서 Open Source DB로의 전환
 
Amazon EKS - Elastic Container Service for Kubernetes
Amazon EKS - Elastic Container Service for KubernetesAmazon EKS - Elastic Container Service for Kubernetes
Amazon EKS - Elastic Container Service for Kubernetes
 
Introducing Azure SQL Database
Introducing Azure SQL DatabaseIntroducing Azure SQL Database
Introducing Azure SQL Database
 
Introduction to Amazon EKS
Introduction to Amazon EKSIntroduction to Amazon EKS
Introduction to Amazon EKS
 
AWS networking fundamentals
AWS networking fundamentalsAWS networking fundamentals
AWS networking fundamentals
 
SK Telecom - 망관리 프로젝트 TANGO의 오픈소스 데이터베이스 전환 여정 - 발표자 : 박승전, Project Manager, ...
SK Telecom - 망관리 프로젝트 TANGO의 오픈소스 데이터베이스 전환 여정 - 발표자 : 박승전, Project Manager, ...SK Telecom - 망관리 프로젝트 TANGO의 오픈소스 데이터베이스 전환 여정 - 발표자 : 박승전, Project Manager, ...
SK Telecom - 망관리 프로젝트 TANGO의 오픈소스 데이터베이스 전환 여정 - 발표자 : 박승전, Project Manager, ...
 
Deep dive ECS & Fargate Deep Dive
Deep dive ECS & Fargate Deep DiveDeep dive ECS & Fargate Deep Dive
Deep dive ECS & Fargate Deep Dive
 
VMware on AWS A Technical Deep Dive PPT
VMware on AWS A Technical Deep Dive PPTVMware on AWS A Technical Deep Dive PPT
VMware on AWS A Technical Deep Dive PPT
 
AWS Summit Seoul 2023 | AWS에서 최소한의 비용으로 구현하는 멀티리전 DR 자동화 구성
AWS Summit Seoul 2023 | AWS에서 최소한의 비용으로 구현하는 멀티리전 DR 자동화 구성AWS Summit Seoul 2023 | AWS에서 최소한의 비용으로 구현하는 멀티리전 DR 자동화 구성
AWS Summit Seoul 2023 | AWS에서 최소한의 비용으로 구현하는 멀티리전 DR 자동화 구성
 
천만 사용자를 위한 AWS 클라우드 아키텍처 진화하기::이창수::AWS Summit Seoul 2018
천만 사용자를 위한 AWS 클라우드 아키텍처 진화하기::이창수::AWS Summit Seoul 2018천만 사용자를 위한 AWS 클라우드 아키텍처 진화하기::이창수::AWS Summit Seoul 2018
천만 사용자를 위한 AWS 클라우드 아키텍처 진화하기::이창수::AWS Summit Seoul 2018
 
AWS Summit Seoul 2023 | AWS Graviton과 함께하는 계획문제 최적화 애플리케이션 개발
AWS Summit Seoul 2023 | AWS Graviton과 함께하는 계획문제 최적화 애플리케이션 개발AWS Summit Seoul 2023 | AWS Graviton과 함께하는 계획문제 최적화 애플리케이션 개발
AWS Summit Seoul 2023 | AWS Graviton과 함께하는 계획문제 최적화 애플리케이션 개발
 
Migrating On-Premises Databases to Cloud
Migrating On-Premises Databases to CloudMigrating On-Premises Databases to Cloud
Migrating On-Premises Databases to Cloud
 
글로벌 기업들의 효과적인 데이터 분석을 위한 Data Lake 구축 및 분석 사례 - 김준형 (AWS 솔루션즈 아키텍트)
글로벌 기업들의 효과적인 데이터 분석을 위한 Data Lake 구축 및 분석 사례 - 김준형 (AWS 솔루션즈 아키텍트)글로벌 기업들의 효과적인 데이터 분석을 위한 Data Lake 구축 및 분석 사례 - 김준형 (AWS 솔루션즈 아키텍트)
글로벌 기업들의 효과적인 데이터 분석을 위한 Data Lake 구축 및 분석 사례 - 김준형 (AWS 솔루션즈 아키텍트)
 
Data Migration to Azure SQL and Azure SQL Managed Instance - June 19 2020
Data Migration to Azure SQL and Azure SQL Managed Instance - June 19 2020Data Migration to Azure SQL and Azure SQL Managed Instance - June 19 2020
Data Migration to Azure SQL and Azure SQL Managed Instance - June 19 2020
 
AWS CodeCommit, CodeDeploy & CodePipeline
AWS CodeCommit, CodeDeploy & CodePipelineAWS CodeCommit, CodeDeploy & CodePipeline
AWS CodeCommit, CodeDeploy & CodePipeline
 
Amazon EC2 Masterclass
Amazon EC2 MasterclassAmazon EC2 Masterclass
Amazon EC2 Masterclass
 
Cloud Migration Workshop
Cloud Migration WorkshopCloud Migration Workshop
Cloud Migration Workshop
 
Azure 101
Azure 101Azure 101
Azure 101
 

Similar to Esegui pod serverless con Amazon EKS e AWS Fargate

Building Serverless Container Applications using AWS Fargate and CDK
Building Serverless Container Applications using AWS Fargate and CDK Building Serverless Container Applications using AWS Fargate and CDK
Building Serverless Container Applications using AWS Fargate and CDK Amazon Web Services
 
From Docker Straight to AWS
From Docker Straight to AWSFrom Docker Straight to AWS
From Docker Straight to AWSDevOps.com
 
AWS Summit Singapore 2019 | Microsoft DevOps on AWS
AWS Summit Singapore 2019 | Microsoft DevOps on AWSAWS Summit Singapore 2019 | Microsoft DevOps on AWS
AWS Summit Singapore 2019 | Microsoft DevOps on AWSAWS Summits
 
Serverless and Containers, AWS Federal Pop-Up Loft
Serverless and Containers, AWS Federal Pop-Up LoftServerless and Containers, AWS Federal Pop-Up Loft
Serverless and Containers, AWS Federal Pop-Up LoftAmazon Web Services
 
AWS Summit London 2019 - Containers on AWS
AWS Summit London 2019 - Containers on AWSAWS Summit London 2019 - Containers on AWS
AWS Summit London 2019 - Containers on AWSMassimo Ferre'
 
Modern Applications Web Day | Container Workloads on AWS
Modern Applications Web Day | Container Workloads on AWSModern Applications Web Day | Container Workloads on AWS
Modern Applications Web Day | Container Workloads on AWSAWS Germany
 
IDI 2022: Making sense of the '17 ways to run containers on AWS'
IDI 2022: Making sense of the '17 ways to run containers on AWS'IDI 2022: Making sense of the '17 ways to run containers on AWS'
IDI 2022: Making sense of the '17 ways to run containers on AWS'Massimo Ferre'
 
Running kubernetes with amazon eks
Running kubernetes with amazon eksRunning kubernetes with amazon eks
Running kubernetes with amazon eksyanaisama
 
[Games on AWS 2019] AWS 입문자를 위한 초단기 레벨업 트랙 | AWS 레벨업 하기! : 컨테이너 - 김세호 AWS 솔루션...
[Games on AWS 2019] AWS 입문자를 위한 초단기 레벨업 트랙 | AWS 레벨업 하기! : 컨테이너 - 김세호 AWS 솔루션...[Games on AWS 2019] AWS 입문자를 위한 초단기 레벨업 트랙 | AWS 레벨업 하기! : 컨테이너 - 김세호 AWS 솔루션...
[Games on AWS 2019] AWS 입문자를 위한 초단기 레벨업 트랙 | AWS 레벨업 하기! : 컨테이너 - 김세호 AWS 솔루션...Amazon Web Services Korea
 
AWS SSA Webinar 7 - Getting Started on AWS
AWS SSA Webinar 7 - Getting Started on AWSAWS SSA Webinar 7 - Getting Started on AWS
AWS SSA Webinar 7 - Getting Started on AWSCobus Bernard
 
Aws container services overview
Aws container services overviewAws container services overview
Aws container services overviewPatricio Vazquez
 
Running Containers in a Hybrid Environment
Running Containers in a Hybrid EnvironmentRunning Containers in a Hybrid Environment
Running Containers in a Hybrid EnvironmentAmazon Web Services
 
AWS Fargate Tutorial | AWS Tutorial For Beginners | AWS Certification Trainin...
AWS Fargate Tutorial | AWS Tutorial For Beginners | AWS Certification Trainin...AWS Fargate Tutorial | AWS Tutorial For Beginners | AWS Certification Trainin...
AWS Fargate Tutorial | AWS Tutorial For Beginners | AWS Certification Trainin...Edureka!
 
AWS SSA Webinar 8 - Getting Started on AWS: Compute
AWS SSA Webinar 8 - Getting Started on AWS: ComputeAWS SSA Webinar 8 - Getting Started on AWS: Compute
AWS SSA Webinar 8 - Getting Started on AWS: ComputeCobus Bernard
 
CON319_Interstella GTC CICD for Containers on AWS
CON319_Interstella GTC CICD for Containers on AWSCON319_Interstella GTC CICD for Containers on AWS
CON319_Interstella GTC CICD for Containers on AWSAmazon Web Services
 
Interstella 8888: CICD for Containers on AWS - CON319 - re:Invent 2017
Interstella 8888: CICD for Containers on AWS - CON319 - re:Invent 2017Interstella 8888: CICD for Containers on AWS - CON319 - re:Invent 2017
Interstella 8888: CICD for Containers on AWS - CON319 - re:Invent 2017Amazon Web Services
 
Introduzione a Amazon Elastic Container Service
Introduzione a Amazon Elastic Container ServiceIntroduzione a Amazon Elastic Container Service
Introduzione a Amazon Elastic Container ServiceAmazon Web Services
 
Containers on AWS - State of the Union
Containers on AWS - State of the UnionContainers on AWS - State of the Union
Containers on AWS - State of the UnionAWS Germany
 

Similar to Esegui pod serverless con Amazon EKS e AWS Fargate (20)

應用開發新思維
應用開發新思維應用開發新思維
應用開發新思維
 
Building Serverless Container Applications using AWS Fargate and CDK
Building Serverless Container Applications using AWS Fargate and CDK Building Serverless Container Applications using AWS Fargate and CDK
Building Serverless Container Applications using AWS Fargate and CDK
 
From Docker Straight to AWS
From Docker Straight to AWSFrom Docker Straight to AWS
From Docker Straight to AWS
 
AWS Summit Singapore 2019 | Microsoft DevOps on AWS
AWS Summit Singapore 2019 | Microsoft DevOps on AWSAWS Summit Singapore 2019 | Microsoft DevOps on AWS
AWS Summit Singapore 2019 | Microsoft DevOps on AWS
 
Java on AWS
Java on AWSJava on AWS
Java on AWS
 
Serverless and Containers, AWS Federal Pop-Up Loft
Serverless and Containers, AWS Federal Pop-Up LoftServerless and Containers, AWS Federal Pop-Up Loft
Serverless and Containers, AWS Federal Pop-Up Loft
 
AWS Summit London 2019 - Containers on AWS
AWS Summit London 2019 - Containers on AWSAWS Summit London 2019 - Containers on AWS
AWS Summit London 2019 - Containers on AWS
 
Modern Applications Web Day | Container Workloads on AWS
Modern Applications Web Day | Container Workloads on AWSModern Applications Web Day | Container Workloads on AWS
Modern Applications Web Day | Container Workloads on AWS
 
IDI 2022: Making sense of the '17 ways to run containers on AWS'
IDI 2022: Making sense of the '17 ways to run containers on AWS'IDI 2022: Making sense of the '17 ways to run containers on AWS'
IDI 2022: Making sense of the '17 ways to run containers on AWS'
 
Running kubernetes with amazon eks
Running kubernetes with amazon eksRunning kubernetes with amazon eks
Running kubernetes with amazon eks
 
[Games on AWS 2019] AWS 입문자를 위한 초단기 레벨업 트랙 | AWS 레벨업 하기! : 컨테이너 - 김세호 AWS 솔루션...
[Games on AWS 2019] AWS 입문자를 위한 초단기 레벨업 트랙 | AWS 레벨업 하기! : 컨테이너 - 김세호 AWS 솔루션...[Games on AWS 2019] AWS 입문자를 위한 초단기 레벨업 트랙 | AWS 레벨업 하기! : 컨테이너 - 김세호 AWS 솔루션...
[Games on AWS 2019] AWS 입문자를 위한 초단기 레벨업 트랙 | AWS 레벨업 하기! : 컨테이너 - 김세호 AWS 솔루션...
 
AWS SSA Webinar 7 - Getting Started on AWS
AWS SSA Webinar 7 - Getting Started on AWSAWS SSA Webinar 7 - Getting Started on AWS
AWS SSA Webinar 7 - Getting Started on AWS
 
Aws container services overview
Aws container services overviewAws container services overview
Aws container services overview
 
Running Containers in a Hybrid Environment
Running Containers in a Hybrid EnvironmentRunning Containers in a Hybrid Environment
Running Containers in a Hybrid Environment
 
AWS Fargate Tutorial | AWS Tutorial For Beginners | AWS Certification Trainin...
AWS Fargate Tutorial | AWS Tutorial For Beginners | AWS Certification Trainin...AWS Fargate Tutorial | AWS Tutorial For Beginners | AWS Certification Trainin...
AWS Fargate Tutorial | AWS Tutorial For Beginners | AWS Certification Trainin...
 
AWS SSA Webinar 8 - Getting Started on AWS: Compute
AWS SSA Webinar 8 - Getting Started on AWS: ComputeAWS SSA Webinar 8 - Getting Started on AWS: Compute
AWS SSA Webinar 8 - Getting Started on AWS: Compute
 
CON319_Interstella GTC CICD for Containers on AWS
CON319_Interstella GTC CICD for Containers on AWSCON319_Interstella GTC CICD for Containers on AWS
CON319_Interstella GTC CICD for Containers on AWS
 
Interstella 8888: CICD for Containers on AWS - CON319 - re:Invent 2017
Interstella 8888: CICD for Containers on AWS - CON319 - re:Invent 2017Interstella 8888: CICD for Containers on AWS - CON319 - re:Invent 2017
Interstella 8888: CICD for Containers on AWS - CON319 - re:Invent 2017
 
Introduzione a Amazon Elastic Container Service
Introduzione a Amazon Elastic Container ServiceIntroduzione a Amazon Elastic Container Service
Introduzione a Amazon Elastic Container Service
 
Containers on AWS - State of the Union
Containers on AWS - State of the UnionContainers on AWS - State of the Union
Containers on AWS - State of the Union
 

More from Amazon Web Services

Come costruire servizi di Forecasting sfruttando algoritmi di ML e deep learn...
Come costruire servizi di Forecasting sfruttando algoritmi di ML e deep learn...Come costruire servizi di Forecasting sfruttando algoritmi di ML e deep learn...
Come costruire servizi di Forecasting sfruttando algoritmi di ML e deep learn...Amazon Web Services
 
Big Data per le Startup: come creare applicazioni Big Data in modalità Server...
Big Data per le Startup: come creare applicazioni Big Data in modalità Server...Big Data per le Startup: come creare applicazioni Big Data in modalità Server...
Big Data per le Startup: come creare applicazioni Big Data in modalità Server...Amazon Web Services
 
Costruire Applicazioni Moderne con AWS
Costruire Applicazioni Moderne con AWSCostruire Applicazioni Moderne con AWS
Costruire Applicazioni Moderne con AWSAmazon Web Services
 
Come spendere fino al 90% in meno con i container e le istanze spot
Come spendere fino al 90% in meno con i container e le istanze spot Come spendere fino al 90% in meno con i container e le istanze spot
Come spendere fino al 90% in meno con i container e le istanze spot Amazon Web Services
 
Rendi unica l’offerta della tua startup sul mercato con i servizi Machine Lea...
Rendi unica l’offerta della tua startup sul mercato con i servizi Machine Lea...Rendi unica l’offerta della tua startup sul mercato con i servizi Machine Lea...
Rendi unica l’offerta della tua startup sul mercato con i servizi Machine Lea...Amazon Web Services
 
OpsWorks Configuration Management: automatizza la gestione e i deployment del...
OpsWorks Configuration Management: automatizza la gestione e i deployment del...OpsWorks Configuration Management: automatizza la gestione e i deployment del...
OpsWorks Configuration Management: automatizza la gestione e i deployment del...Amazon Web Services
 
Microsoft Active Directory su AWS per supportare i tuoi Windows Workloads
Microsoft Active Directory su AWS per supportare i tuoi Windows WorkloadsMicrosoft Active Directory su AWS per supportare i tuoi Windows Workloads
Microsoft Active Directory su AWS per supportare i tuoi Windows WorkloadsAmazon Web Services
 
Database Oracle e VMware Cloud on AWS i miti da sfatare
Database Oracle e VMware Cloud on AWS i miti da sfatareDatabase Oracle e VMware Cloud on AWS i miti da sfatare
Database Oracle e VMware Cloud on AWS i miti da sfatareAmazon Web Services
 
Crea la tua prima serverless ledger-based app con QLDB e NodeJS
Crea la tua prima serverless ledger-based app con QLDB e NodeJSCrea la tua prima serverless ledger-based app con QLDB e NodeJS
Crea la tua prima serverless ledger-based app con QLDB e NodeJSAmazon Web Services
 
API moderne real-time per applicazioni mobili e web
API moderne real-time per applicazioni mobili e webAPI moderne real-time per applicazioni mobili e web
API moderne real-time per applicazioni mobili e webAmazon Web Services
 
Database Oracle e VMware Cloud™ on AWS: i miti da sfatare
Database Oracle e VMware Cloud™ on AWS: i miti da sfatareDatabase Oracle e VMware Cloud™ on AWS: i miti da sfatare
Database Oracle e VMware Cloud™ on AWS: i miti da sfatareAmazon Web Services
 
Tools for building your MVP on AWS
Tools for building your MVP on AWSTools for building your MVP on AWS
Tools for building your MVP on AWSAmazon Web Services
 
How to Build a Winning Pitch Deck
How to Build a Winning Pitch DeckHow to Build a Winning Pitch Deck
How to Build a Winning Pitch DeckAmazon Web Services
 
Building a web application without servers
Building a web application without serversBuilding a web application without servers
Building a web application without serversAmazon Web Services
 
AWS_HK_StartupDay_Building Interactive websites while automating for efficien...
AWS_HK_StartupDay_Building Interactive websites while automating for efficien...AWS_HK_StartupDay_Building Interactive websites while automating for efficien...
AWS_HK_StartupDay_Building Interactive websites while automating for efficien...Amazon Web Services
 
Come costruire un'architettura Serverless nel Cloud AWS
Come costruire un'architettura Serverless nel Cloud AWSCome costruire un'architettura Serverless nel Cloud AWS
Come costruire un'architettura Serverless nel Cloud AWSAmazon Web Services
 
AWS Serverless per startup: come innovare senza preoccuparsi dei server
AWS Serverless per startup: come innovare senza preoccuparsi dei serverAWS Serverless per startup: come innovare senza preoccuparsi dei server
AWS Serverless per startup: come innovare senza preoccuparsi dei serverAmazon Web Services
 

More from Amazon Web Services (20)

Come costruire servizi di Forecasting sfruttando algoritmi di ML e deep learn...
Come costruire servizi di Forecasting sfruttando algoritmi di ML e deep learn...Come costruire servizi di Forecasting sfruttando algoritmi di ML e deep learn...
Come costruire servizi di Forecasting sfruttando algoritmi di ML e deep learn...
 
Big Data per le Startup: come creare applicazioni Big Data in modalità Server...
Big Data per le Startup: come creare applicazioni Big Data in modalità Server...Big Data per le Startup: come creare applicazioni Big Data in modalità Server...
Big Data per le Startup: come creare applicazioni Big Data in modalità Server...
 
Costruire Applicazioni Moderne con AWS
Costruire Applicazioni Moderne con AWSCostruire Applicazioni Moderne con AWS
Costruire Applicazioni Moderne con AWS
 
Come spendere fino al 90% in meno con i container e le istanze spot
Come spendere fino al 90% in meno con i container e le istanze spot Come spendere fino al 90% in meno con i container e le istanze spot
Come spendere fino al 90% in meno con i container e le istanze spot
 
Open banking as a service
Open banking as a serviceOpen banking as a service
Open banking as a service
 
Rendi unica l’offerta della tua startup sul mercato con i servizi Machine Lea...
Rendi unica l’offerta della tua startup sul mercato con i servizi Machine Lea...Rendi unica l’offerta della tua startup sul mercato con i servizi Machine Lea...
Rendi unica l’offerta della tua startup sul mercato con i servizi Machine Lea...
 
OpsWorks Configuration Management: automatizza la gestione e i deployment del...
OpsWorks Configuration Management: automatizza la gestione e i deployment del...OpsWorks Configuration Management: automatizza la gestione e i deployment del...
OpsWorks Configuration Management: automatizza la gestione e i deployment del...
 
Microsoft Active Directory su AWS per supportare i tuoi Windows Workloads
Microsoft Active Directory su AWS per supportare i tuoi Windows WorkloadsMicrosoft Active Directory su AWS per supportare i tuoi Windows Workloads
Microsoft Active Directory su AWS per supportare i tuoi Windows Workloads
 
Computer Vision con AWS
Computer Vision con AWSComputer Vision con AWS
Computer Vision con AWS
 
Database Oracle e VMware Cloud on AWS i miti da sfatare
Database Oracle e VMware Cloud on AWS i miti da sfatareDatabase Oracle e VMware Cloud on AWS i miti da sfatare
Database Oracle e VMware Cloud on AWS i miti da sfatare
 
Crea la tua prima serverless ledger-based app con QLDB e NodeJS
Crea la tua prima serverless ledger-based app con QLDB e NodeJSCrea la tua prima serverless ledger-based app con QLDB e NodeJS
Crea la tua prima serverless ledger-based app con QLDB e NodeJS
 
API moderne real-time per applicazioni mobili e web
API moderne real-time per applicazioni mobili e webAPI moderne real-time per applicazioni mobili e web
API moderne real-time per applicazioni mobili e web
 
Database Oracle e VMware Cloud™ on AWS: i miti da sfatare
Database Oracle e VMware Cloud™ on AWS: i miti da sfatareDatabase Oracle e VMware Cloud™ on AWS: i miti da sfatare
Database Oracle e VMware Cloud™ on AWS: i miti da sfatare
 
Tools for building your MVP on AWS
Tools for building your MVP on AWSTools for building your MVP on AWS
Tools for building your MVP on AWS
 
How to Build a Winning Pitch Deck
How to Build a Winning Pitch DeckHow to Build a Winning Pitch Deck
How to Build a Winning Pitch Deck
 
Building a web application without servers
Building a web application without serversBuilding a web application without servers
Building a web application without servers
 
Fundraising Essentials
Fundraising EssentialsFundraising Essentials
Fundraising Essentials
 
AWS_HK_StartupDay_Building Interactive websites while automating for efficien...
AWS_HK_StartupDay_Building Interactive websites while automating for efficien...AWS_HK_StartupDay_Building Interactive websites while automating for efficien...
AWS_HK_StartupDay_Building Interactive websites while automating for efficien...
 
Come costruire un'architettura Serverless nel Cloud AWS
Come costruire un'architettura Serverless nel Cloud AWSCome costruire un'architettura Serverless nel Cloud AWS
Come costruire un'architettura Serverless nel Cloud AWS
 
AWS Serverless per startup: come innovare senza preoccuparsi dei server
AWS Serverless per startup: come innovare senza preoccuparsi dei serverAWS Serverless per startup: come innovare senza preoccuparsi dei server
AWS Serverless per startup: come innovare senza preoccuparsi dei server
 

Esegui pod serverless con Amazon EKS e AWS Fargate

  • 1. © 2020, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Esegui pod serverless con Amazon EKS e AWS Fargate Alessandro Micco, AWS Partner Solutions Architect
  • 2. © 2020, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Make AWS the BEST PLACE to run KUBERNETES
  • 3. © 2020, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Production Workloads Native and upstream Seamless integrations OSS Contribution
  • 4. © 2020, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Production workloads Single tenant Multi-AZ and highly available architecture by default 99.95% Service Level Agreement for every cluster
  • 5. © 2020, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Native and upstream Upstream conformant Integration testing with Kubernetes tooling APIs and existing tooling just work
  • 6. © 2020, Amazon Web Services, Inc. or its Affiliates. All rights reserved. OSS contributions AWS contributes bug fixes, security patches, and tooling improvements Open-source components Contribute to or maintain over 30 OSS projects on GitHub for Kubernetes
  • 7. © 2020, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Seamless integrations Identity Audits Routing Compliance Monitoring Logging Ingress Security Databases Networking Storage
  • 8. © 2020, Amazon Web Services, Inc. or its Affiliates. All rights reserved. All the building blocks for Kubernetes in one place
  • 9. © 2020, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Containers options on AWS – over time Docker Host AWS Cloud AWSmanagedCustomermanaged
  • 10. © 2020, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Containers options on AWS – over time Amazon ECS EC2 Container Instances Auto Scaling group 2015 ECS API Docker Host AWS Cloud AWSmanagedCustomermanaged
  • 11. © 2020, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Containers options on AWS – over time AWS Fargate Amazon ECS EC2 Container Instances Auto Scaling group 2017 ECS API Docker Host AWS Cloud AWSmanagedCustomermanaged
  • 12. © 2020, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Containers options on AWS – over time AWS Fargate Amazon ECS EC2 Container Instances Auto Scaling group Worker nodes Auto Scaling group DIY K8S ECS API K8s API Docker Host AWS Cloud AWSmanagedCustomermanaged
  • 13. © 2020, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Containers options on AWS – over time AWS Fargate Amazon ECSAmazon EKS EC2 Container Instances Auto Scaling group Worker nodes Auto Scaling group DIY K8S 2018 K8s API ECS API K8s API Docker Host AWS Cloud AWSmanagedCustomermanaged
  • 14. © 2020, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Management of the Kubernetes control plane Phase 1
  • 15. © 2020, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Management of the Kubernetes control plane Phase 1 Phase 2 Management of the Kubernetes data plane
  • 16. © 2020, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Containers options on AWS – over time AWS Fargate Amazon ECSAmazon EKS EC2 Container Instances Auto Scaling group Managed Node Groups Auto Scaling group Worker nodes Auto Scaling group DIY K8S 2019 K8s API ECS API K8s API Docker Host AWS Cloud AWSmanagedCustomermanaged
  • 17. © 2020, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Containers options on AWS – over time AWS Fargate Amazon ECSAmazon EKS EC2 Container Instances K8s API ECS API AWS Cloud Auto Scaling group Managed Node Groups Auto Scaling group Worker nodes Auto Scaling group DIY K8S re:Invent 2019 Docker Host K8s API AWSmanagedCustomermanaged
  • 18. © 2020, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon EKS on Fargate Bring existing pods Production ready Rightsized and integrated You don’t need to change your existing pods. Fargate works with existing workflows and services that run on Kubernetes. Launch pods quickly. Easily run pods across multiple AZs for high availability. Each pod runs in an isolated compute environment. Only pay for the resources you need to run your pods. Includes native AWS integrations for networking and security.
  • 19. © 2020, Amazon Web Services, Inc. or its Affiliates. All rights reserved. What matters for Fargate Fargate is a serverless compute platform for containers on AWS The differences between using EKS and ECS with Fargate are driven by the orchestration system
  • 20.
  • 21. © 2020, Amazon Web Services, Inc. or its Affiliates. All rights reserved. The EC2 flow at 33,000 feet Amazon EC2 Customer AccountAWS VPC PodService You have to manage this capacity (e.g., with ASGs) Run a container on EC2 for me, please EC2 Control Plane ENI
  • 22. © 2020, Amazon Web Services, Inc. or its Affiliates. All rights reserved. The Fargate flow at 33,000 feet Customer AccountAWS Control Plane VPC AWS Fargate Run a container on FARGATE for me, please You don’t have to manage capacity FARGATE PodService ENI
  • 23. © 2020, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Fargate Managed nodes Unmanaged nodes Units of work Pod Pod and EC2 Pod and EC2 Unit of charge Pod EC2 EC2 Fargate Vs. (Un)Managed Nodes
  • 24. © 2020, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Fargate Managed nodes Unmanaged nodes Units of work Pod Pod and EC2 Pod and EC2 Unit of charge Pod EC2 EC2 Host lifecycle There is no visible host AWS (SSH is allowed) Customer Host AMI There is no visible host AWS vetted AMIs Customer BYO Fargate Vs. (Un)Managed Nodes
  • 25. © 2020, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Fargate Managed nodes Unmanaged nodes Units of work Pod Pod and EC2 Pod and EC2 Unit of charge Pod EC2 EC2 Host lifecycle There is no visible host AWS (SSH is allowed) Customer Host AMI There is no visible host AWS vetted AMIs Customer BYO Host : Pods 1 : 1 1 : many 1 : many Fargate vs. (Un)Managed Nodes
  • 26. © 2020, Amazon Web Services, Inc. or its Affiliates. All rights reserved. EKS data plane options Worker nodes only Amazon EKS Availability Zone 1 Auto Scaling group Availability Zone 2 Auto Scaling group Worker node Worker node Worker node Worker node Amazon EC2 Auto Scaling Traditional container data plane Pods
  • 27. © 2020, Amazon Web Services, Inc. or its Affiliates. All rights reserved. EKS data plane options Mixed mode Serverless container data plane re:Invent 2019 AWS Fargate Amazon EKS Availability Zone 1 Auto Scaling group Availability Zone 2 Auto Scaling group Worker node Worker node Worker node Worker node Amazon EC2 Auto Scaling Traditional container data plane PodsPods
  • 28. © 2020, Amazon Web Services, Inc. or its Affiliates. All rights reserved. EKS data plane options Fargate only Serverless container data plane re:Invent 2019 AWS Fargate Amazon EKS Pods
  • 29. Demo
  • 30. © 2020, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Kubernetes and EKS: Objects and constructs KubernetesAmazon EKS Amazon EKS
  • 31. © 2020, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Kubernetes and EKS: Objects and constructs KubernetesAmazon EKS aws eks create-cluster aws eks update-cluster-version … kubectl apply kubectl autoscale Kubectl expose …aws eks create-fargate-profile NEW
  • 32. © 2020, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Fargate profile template Subnets to pick for the Pod deployment Parameters to “catch” the pod deployment IAM Role to be associated to the kubelet
  • 33. { "name": profile-a, "clusterName": mycluster, "podExecutionRole": iam-role-xyz, "subnets": subnet-0ad888345, "selectors": [ { "namespace": prod, "labels": { stack: blue } } ] } Fargate profile Simplified deployment flow Availability Zone 1 Auto Scaling group Availability Zone 2 Auto Scaling group Worker node Worker node Worker node Worker node Amazon EC2 Auto Scaling AWS Fargate KubernetesAmazon EKS Fargate Scheduler Pod 4 Mutating/ Validating Webhooks namespace: prod labels: - stack: blue - profile = profile-a - schedulerName = fargate- scheduler Pod 3 2 namespace: prod labels: - stack: blue 1 Pod
  • 34. { "name": profile-a, "clusterName": mycluster, "podExecutionRole": iam-role-xyz, "subnets": subnet-0ad888345, "selectors": [ { "namespace": prod, "labels": { stack: blue } } ] } Fargate profile Simplified deployment flow Availability Zone 1 Auto Scaling group Availability Zone 2 Auto Scaling group Worker node Worker node Worker node Worker node Amazon EC2 Auto Scaling AWS Fargate KubernetesAmazon EKS Fargate Scheduler Pod 4 Mutating/ Validating Webhooks namespace: test 1 Pod 2 3
  • 35. © 2020, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Need a custom pod spec to deploy to Fargate? No You can configure EKS to deploy to Fargate… without touching your pod spec See the pod restart on Fargate Kill the podCreate a Fargate profile that matches the pod namespace (and optionally, labels) Example Run a pod on standard worker nodes
  • 36. Example: Deploy to workers Availability Zone 1 Auto Scaling group Availability Zone 2 Auto Scaling group Worker node Worker node Worker node Worker node Amazon EC2 Auto Scaling AWS Fargate KubernetesAmazon EKS Fargate Scheduler Pod 4 Mutating/ Validating Webhooks 2 3 1 Pod namespace: default 1 Pod
  • 37. { "name": profile-a, "clusterName": mycluster, "podExecutionRole": iam-role-xyz, "subnets": subnet-0ad888345, "selectors": [ { "namespace": default } } ] } Fargate profile Example: Re-deploy to Fargate Availability Zone 1 Auto Scaling group Availability Zone 2 Auto Scaling group Worker node Worker node Worker node Worker node Amazon EC2 Auto Scaling AWS Fargate KubernetesAmazon EKS Fargate Scheduler Pod 4 Mutating/ Validating Webhooks namespace: default labels: - profile = profile-a - shchedulerName = fargate- schedulerPod 3 2 namespace: default 1 Pod Same pod spec
  • 39. © 2020, Amazon Web Services, Inc. or its Affiliates. All rights reserved. How do we pick the size of the pod? Init containers Start sequentially and then stop Containers Long running Request Limit This is for both Memory and CPU dimensions
  • 40. © 2020, Amazon Web Services, Inc. or its Affiliates. All rights reserved. How do we pick the size of the pod? Init containers Start sequentially and then stop Containers Long running Request Only requests are considered 1
  • 41. © 2020, Amazon Web Services, Inc. or its Affiliates. All rights reserved. How do we pick the size of the pod? Init containers Start sequentially and then stop Containers Long running Request Requests for ALL long-running containers are added together 2
  • 42. © 2020, Amazon Web Services, Inc. or its Affiliates. All rights reserved. How do we pick the size of the pod? Init containers Start sequentially and then stop Containers Long running Request The biggest number is taken and used to size the Fargate pod 3 This
  • 43. © 2020, Amazon Web Services, Inc. or its Affiliates. All rights reserved. How do we pick the size of the pod? Init containers Start sequentially and then stop Containers Long running Another example?
  • 44. © 2020, Amazon Web Services, Inc. or its Affiliates. All rights reserved. How do we pick the size of the pod? Init containers Start sequentially and then stop Containers Long running Let’s consider the requests only
  • 45. © 2020, Amazon Web Services, Inc. or its Affiliates. All rights reserved. How do we pick the size of the pod? Init containers Start sequentially and then stop Containers Long running Let’s add all long-running containers and pick the biggest number This
  • 46. © 2020, Amazon Web Services, Inc. or its Affiliates. All rights reserved. How do we pick the size of the pod? Init containers Start sequentially and then stop Containers Long running How do we go from this Pod config example to a Fargate size? This
  • 47. © 2020, Amazon Web Services, Inc. or its Affiliates. All rights reserved. How do we pick the size of the pod? This Fargate task size combinations
  • 48. © 2020, Amazon Web Services, Inc. or its Affiliates. All rights reserved. How do we pick the size of the pod? This Closest config (rounded up) is picked Fargate task size combinations MEMCPU +256MB Kubernetes components
  • 49.
  • 50. © 2020, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Networking architecture Secondary IPs K8s components Worker nodes data plane (Instance) PodPodPodPod ENIENI (Instances) Fargate data plane K8s components Pod K8s components Pod K8s components Pod K8s components Pod ENIENIENIENI
  • 51. © 2020, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Secondary IPs K8s components Worker nodes data plane (Instance) PodPodPodPod ENIENI (Instances) Fargate data plane K8s components Pod K8s components Pod K8s components Pod K8s components Pod ENIENIENIENI Security group considerations SG1 SG1 SG1 SG1 SG1
  • 52. © 2020, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Load Balancers considerations ALB Ingress works as it normally does Latest version includes the required code changes to make it work NLB support with the AWS Load Balancer Controller (Oct, 2020) AWS Load Balancer Controller includes support for both Application Load Balancers and Network Load Balancers. The new controller enables you to simplify operations and save costs by sharing an Application Load Balancer across multiple applications in your Kubernetes cluster, as well as using a Network Load Balancer to target pods running on AWS Fargate. CLB will not work because it must target EC2 instances There are no EC2 instances with EKS/Fargate
  • 53. © 2020, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Storage options with EKS for Fargate AWS Fargate provides a local storage space for containers to share This space is ephemeral and only lives for the time the pod lives Persistent storage for Fargate is a frequent ask from customers and is available with latest Amazon EFS CSI driver (Aug, 2020) AWS Fargate will use the EFS CSI driver to automatically mount an EFS file system requested by a pod running on Fargate, without the need for manual driver installation. Fargate pods requiring EFS volumes can be started with newly created EKS clusters running Kubernetes version 1.17
  • 54.
  • 55. © 2020, Amazon Web Services, Inc. or its Affiliates. All rights reserved. EKSCTL support EKSCTL supports Fargate and EC2 worker nodes Make sure you use the latest version It is possible to create a Fargate-only cluster Or a combination of Fargate and managed node groups EKSCTL takes care of some undifferentiated heavy lifting Such as creating the Fargate profiles and more $ eksctl create cluster --fargate https://eksctl.io/
  • 56. © 2020, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Recap: EKS for Fargate introduces UX changes Things you no longer need to do Manage Kubernetes worker nodes Pay for unused capacity Use K8s Cluster Autoscaler (CA) Things you get out of the box VM isolation at pod level Pod level billing Easy chargeback in multi- tenant scenarios Use LoadBalancer (ALB/NLB) Run statefull workloads via EFS Things you can’t do (for now) Deploy Daemonsets Use Classic LoadBalancer (CLB) Running privileged containers Security Groups per Pod https://github.com/aws/containers-roadmap
  • 57. © 2020, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Limits: Things to keep in mind AWS accounts have a soft limit of 500 Fargate tasks/pods per region You increase this limit Due to the nature of the solution, there’s a limit of 5,000 pods per cluster K8s tests up to 5,000 workers per cluster
  • 58. © 2020, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Scalability: Things to keep in mind Single individual pod start time may be longer on Fargate than on EC2 Each pod deployment sources a virtual node first from the Fargate fleet Pod deployments at scale may be faster due to Fargate parallelism E.g., think of the delay that Cluster Autoscaler can introduce in sourcing new EC2 capacity
  • 59. © 2020, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Pricing Standard EKS cluster pricing $0.10 per hour Standard Fargate Pricing for vCPU and memory AWS Fargate for Amazon EKS now included in Compute Savings Plans (Aug, 2020)
  • 60. © 2020, Amazon Web Services, Inc. or its Affiliates. All rights reserved. AWS Europe (Milan) Region On April, 28th AWS expanded its global footprint with the opening of the AWS Infrastructure Region in Italy. The new Region AWS Europe (Milano) brings advanced cloud technologies that enable opportunities for innovation, entrepreneurship, and digital transformation. For additional information about services and characteristics of an AWS Region, you can check the website: aws.amazon.com/local/italy/milan/
  • 61. © 2020, Amazon Web Services, Inc. or its Affiliates. All rights reserved. AWS Training & Certification https://www.aws.training : Free on-demand courses to help you build new cloud skills Video: Deep Dive on AWS Fargate: Building Serverless Containers at Scale https://www.aws.training/Details/Video?id=26855 E-Learning: Amazon Elastic Kubernetes Service (EKS) Primer https://www.aws.training/Details/eLearning?id=32894 Video: Introduction to AWS Fargate https://www.aws.training/Details/Video?id=16623 For more info on AWS T&C visit: https://aws.amazon.com/it/training/ Available AWS Certifications