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© 2015, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Pierre Steckmeyer, Solutions Architect
September 22nd, 2016
Deep Dive on Microservices
and Amazon ECS
What to Expect from this Session
Microservices: What are They?
Challenges of Microservices
Microservices on Amazon ECS
What are Microservices?
“service-oriented
architecture
composed of
loosely coupled
elements
that have
bounded contexts”
Adrian Cockcroft (former Cloud Architect at Netflix,
now Technology Fellow at Battery Ventures)
Monolithic vs. SOA vs. Microservices
SOA
Coarse-
grained
Microservices
Fine-grained
Monolithic
Single Unit
Order UI User UI
Shipping
UI
Order
Service
User
Service
Shipping
Service
Data
Access
Monolithic Architecture
Monolithic Architecture – Scaling
Order UI User UI
Shipping
UI
Order
Service
User
Service
Shipping
Service
Microservices Architecture
Order UI User UI UI
Order
Service
Service
Shipping
Service
Order UI
Order UI
User UI UIShipping
UI
Order
ServiceOrder
Service
Service
Service
Service
Service
User
Service
Shipping
Service
Microservices Architecture – Scaling
Characteristics of Microservices Architectures
Do one
thing well
Independent
Decentralized
Black Box
Polyglot
You build it, you run it
What are Microservices challenges?
Resource and State Management
Monitoring
Service Discovery
Deployment
What are Microservices challenges?
Resource and State Management
Monitoring
Service Discovery
Deployment
Amazon EC2 Container Service
Containers are natural for services
Simple to model
Any app, any language
Image is the version
Test & deploy same artifact
Stateless servers decrease change risk
Server
Guest OS
Bins/Libs Bins/Libs
App2App1
Managing one host is straightforward
Managing a fleet is hard
Server
Guest OS
Server
Guest OS
Server
Guest OS
Server
Guest OS
Server
Guest OS
Server
Guest OS
Server
Guest OS
Server
Guest OS
Server
Guest OS
Server
Guest OS
Server
Guest OS
Server
Guest OS
Server
Guest OS
Server
Guest OS
Server
Guest OS
Server
Guest OS
Server
Guest OS
Server
Guest OS
Server
Guest OS
Server
Guest OS
Server
Guest OS
Server
Guest OS
Server
Guest OS
Server
Guest OS
Server
Guest OS
Server
Guest OS
Server
Guest OS
Server
Guest OS
Server
Guest OS
Server
Guest OS
Server
Guest OS
Server
Guest OS
Server
Guest OS
Server
Guest OS
Server
Guest OS
Server
Guest OS
Server
Guest OS
Server
Guest OS
Server
Guest OS
Server
Guest OS
Server
Guest OS
Server
Guest OS
Server
Guest OS
Server
Guest OS
Server
Guest OS
Server
Guest OS
Server
Guest OS
Server
Guest OS
Server
Guest OS
Server
Guest OS
Server
Guest OS
Server
Guest OS
Server
Guest OS
Server
Guest OS
Server
Guest OS
Server
Guest OS
Server
Guest OS
Server
Guest OS
Server
Guest OS
Server
Guest OS
AZ 1 AZ 2
AZ 3
Easily Manage Clusters for Any Scale
Nothing to run
Complete state
Control and monitoring
Scale
Scalable
Flexible Container Placement
Applications
Batch jobs
Multiple schedulers
Designed for use with other AWS services
Elastic Load Balancing
Amazon Elastic Block Store
Amazon Virtual Private Cloud
AWS Identity and Access Management
AWS CloudTrail
Clusters
Regional
Resource pool
Grouping of Container Instances
Start empty, dynamically scalable
Tasks
Unit of work
Grouping of related Containers
Run on Container Instances
Services
Good for long-running applications
Load Balance traffic across containers
Automatically recover unhealthy containers
Discover services
What are Microservices challenges?
Resource and State Management
Monitoring
Service Discovery
Deployment
Monitoring with Amazon CloudWatch
Metric data sent to CloudWatch in 1-minute periods and
recorded for a period of two weeks
Available metrics: CPUReservation, MemoryReservation,
CPUUtilization, MemoryUtilization
Available dimensions: ClusterName, ServiceName
Monitoring with Amazon CloudWatch
Monitoring with Amazon CloudWatch
Use the Amazon CloudWatch Monitoring Scripts to monitor
additional metrics, e.g. disk space:
# Edit crontab
> crontab -e
# Add command to report disk space utilization to CloudWatch every five minutes
*/5 * * * * <path_to>/mon-put-instance-data.pl --disk-space-util --disk-space-used --disk-
space-avail --disk-path=/ --from-cron
Monitoring Amazon ECS with Datadog
Monitoring Amazon ECS with Sysdig Cloud
What are Microservices challenges?
Resource and State Management
Monitoring
Service Discovery
Deployment
Service Discovery with ECS Services & Route 53
Route 53 private hosted zone
Set search path on hosts with DHCP option sets
Define ECS services with ELB
Create CNAMEs for each ELB
Service Discovery with ECS Services & Route 53
Task
Task TaskTask
ECS
Service
Application
router, e.g.
nginx
Internal ELB with
CNAME, e.g.
api.example.com
Route 53 private
zone, e.g.
example.com
Service Discovery with Weaveworks
DNS interface for cross-host container communication
Gossip protocol to share grouped updates
Overlay network between hosts
Service Discovery with Weaveworks
Service Discovery and Configuration
Management with Consul
Three main components:
• Consul agent - Runs on each node, responsible for
checking the health of the services and of the node
itself.
• One or more Consul servers - Store and replicate
data, leader elected using the Raft consensus
algorithm
• Registrator agent - Automatically
register/deregisters services based on published
ports and metadata from the container environment
variables defined in the ECS task definition
Service Discovery and Configuration
Management with Consul
ECSCluster
consul-server
ECS Instance
consul-agent
registrator
ECS Instance
Back end 1
Back end 2
consul-agent
registrator
ECS Instance
Front end
ECSCluster
What are Microservices challenges?
Resource and State Management
Monitoring
Service Discovery
Deployment
Scheduling Containers on ECS
Batch Jobs
ECS Task scheduler
Run tasks once
Batch jobs
RunTask (random)
StartTask (placed)
Long-Running Apps
ECS Service scheduler
Health management
Scale-up and scale-down
AZ aware
Grouped Containers
Scheduling Containers: Long-running App
Optionally run your service behind a load balancer.
ELB currently supports a fixed relationship between the
load balancer port and the container instance port.
If a task fails the ELB health check, the task is killed and
restarted (until service reaches desired capacity).
Scheduling Containers: Long-running App
Update service’s task definition (rolling update)
Specify a deployment configuration for your service:
• minimumHealthyPercent: lower limit (as a percentage of
the service's desiredCount) of the number of running
tasks that must remain running in a service during a
deployment.
• maximumPercent: upper limit (as a percentage of the
service's desiredCount) of the number of running tasks
that can be running in a service during a deployment.
Scheduling Containers: Long-running app
Deploy using the least space: minimumHealthyPercent =
50%, maximumPercent = 100%
Scheduling Containers: Long-running App
Deploy quickly without reducing service capacity:
minimumHealthyPercent = 100%, maximumPercent =
200%
Scheduling Containers: Long-running App
Blue-Green Deployments
• Define two ECS services
• Each service is associated w/ ELB
• Both ELBs in Route 53 record set
with weighted routing policy, 100%
Primary, 0% Secondary
• Deploy to Blue or Green service and
switch weights
TaskTask
Route 53
record set
with
weighted
routing
policy
0%
100%
Microservices development lifecycle
developers delivery pipelinemicroservices
build pipeline
build pipeline
build pipeline
build pipeline
build pipeline
build pipeline
build pipeline
build pipeline
build pipeline
build pipeline
build pipeline
build pipeline
build pipeline
build pipeline
build pipeline
Continuous Delivery to ECS with Jenkins
4. Push image to
Docker registry
2. Build image
from sources
3. Run test on image
1. Code push
triggers build
5. Update Service
6. Pull image
Continuous Delivery to ECS with Jenkins
Easy Deployment
Developers – Merge into master, done!
Jenkins Build Steps
Trigger via Webhooks, Monitoring, Lambda
Build Docker image via Build and Publish plugin
Push Docker image into Registry
Register Updated Job with ECS API
ECS CI/CD Partners
Continuous Delivery to ECS with Shippable
Demo
Demo
TaskTask
Task
Thank you!

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Deep Dive on Microservices and Amazon ECS

  • 1. © 2015, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Pierre Steckmeyer, Solutions Architect September 22nd, 2016 Deep Dive on Microservices and Amazon ECS
  • 2. What to Expect from this Session Microservices: What are They? Challenges of Microservices Microservices on Amazon ECS
  • 4.
  • 5. “service-oriented architecture composed of loosely coupled elements that have bounded contexts” Adrian Cockcroft (former Cloud Architect at Netflix, now Technology Fellow at Battery Ventures)
  • 6. Monolithic vs. SOA vs. Microservices SOA Coarse- grained Microservices Fine-grained Monolithic Single Unit
  • 7. Order UI User UI Shipping UI Order Service User Service Shipping Service Data Access Monolithic Architecture
  • 9. Order UI User UI Shipping UI Order Service User Service Shipping Service Microservices Architecture
  • 10. Order UI User UI UI Order Service Service Shipping Service Order UI Order UI User UI UIShipping UI Order ServiceOrder Service Service Service Service Service User Service Shipping Service Microservices Architecture – Scaling
  • 11. Characteristics of Microservices Architectures Do one thing well Independent Decentralized Black Box Polyglot You build it, you run it
  • 12. What are Microservices challenges? Resource and State Management Monitoring Service Discovery Deployment
  • 13. What are Microservices challenges? Resource and State Management Monitoring Service Discovery Deployment
  • 15. Containers are natural for services Simple to model Any app, any language Image is the version Test & deploy same artifact Stateless servers decrease change risk
  • 17. Managing a fleet is hard Server Guest OS Server Guest OS Server Guest OS Server Guest OS Server Guest OS Server Guest OS Server Guest OS Server Guest OS Server Guest OS Server Guest OS Server Guest OS Server Guest OS Server Guest OS Server Guest OS Server Guest OS Server Guest OS Server Guest OS Server Guest OS Server Guest OS Server Guest OS Server Guest OS Server Guest OS Server Guest OS Server Guest OS Server Guest OS Server Guest OS Server Guest OS Server Guest OS Server Guest OS Server Guest OS Server Guest OS Server Guest OS Server Guest OS Server Guest OS Server Guest OS Server Guest OS Server Guest OS Server Guest OS Server Guest OS Server Guest OS Server Guest OS Server Guest OS Server Guest OS Server Guest OS Server Guest OS Server Guest OS Server Guest OS Server Guest OS Server Guest OS Server Guest OS Server Guest OS Server Guest OS Server Guest OS Server Guest OS Server Guest OS Server Guest OS Server Guest OS Server Guest OS Server Guest OS Server Guest OS AZ 1 AZ 2 AZ 3
  • 18. Easily Manage Clusters for Any Scale Nothing to run Complete state Control and monitoring Scale
  • 21. Designed for use with other AWS services Elastic Load Balancing Amazon Elastic Block Store Amazon Virtual Private Cloud AWS Identity and Access Management AWS CloudTrail
  • 22. Clusters Regional Resource pool Grouping of Container Instances Start empty, dynamically scalable
  • 23. Tasks Unit of work Grouping of related Containers Run on Container Instances
  • 24. Services Good for long-running applications Load Balance traffic across containers Automatically recover unhealthy containers Discover services
  • 25. What are Microservices challenges? Resource and State Management Monitoring Service Discovery Deployment
  • 26. Monitoring with Amazon CloudWatch Metric data sent to CloudWatch in 1-minute periods and recorded for a period of two weeks Available metrics: CPUReservation, MemoryReservation, CPUUtilization, MemoryUtilization Available dimensions: ClusterName, ServiceName
  • 28. Monitoring with Amazon CloudWatch Use the Amazon CloudWatch Monitoring Scripts to monitor additional metrics, e.g. disk space: # Edit crontab > crontab -e # Add command to report disk space utilization to CloudWatch every five minutes */5 * * * * <path_to>/mon-put-instance-data.pl --disk-space-util --disk-space-used --disk- space-avail --disk-path=/ --from-cron
  • 29. Monitoring Amazon ECS with Datadog
  • 30. Monitoring Amazon ECS with Sysdig Cloud
  • 31. What are Microservices challenges? Resource and State Management Monitoring Service Discovery Deployment
  • 32. Service Discovery with ECS Services & Route 53 Route 53 private hosted zone Set search path on hosts with DHCP option sets Define ECS services with ELB Create CNAMEs for each ELB
  • 33. Service Discovery with ECS Services & Route 53 Task Task TaskTask ECS Service Application router, e.g. nginx Internal ELB with CNAME, e.g. api.example.com Route 53 private zone, e.g. example.com
  • 34. Service Discovery with Weaveworks DNS interface for cross-host container communication Gossip protocol to share grouped updates Overlay network between hosts
  • 36. Service Discovery and Configuration Management with Consul Three main components: • Consul agent - Runs on each node, responsible for checking the health of the services and of the node itself. • One or more Consul servers - Store and replicate data, leader elected using the Raft consensus algorithm • Registrator agent - Automatically register/deregisters services based on published ports and metadata from the container environment variables defined in the ECS task definition
  • 37. Service Discovery and Configuration Management with Consul ECSCluster consul-server ECS Instance consul-agent registrator ECS Instance Back end 1 Back end 2 consul-agent registrator ECS Instance Front end ECSCluster
  • 38. What are Microservices challenges? Resource and State Management Monitoring Service Discovery Deployment
  • 39. Scheduling Containers on ECS Batch Jobs ECS Task scheduler Run tasks once Batch jobs RunTask (random) StartTask (placed) Long-Running Apps ECS Service scheduler Health management Scale-up and scale-down AZ aware Grouped Containers
  • 40. Scheduling Containers: Long-running App Optionally run your service behind a load balancer. ELB currently supports a fixed relationship between the load balancer port and the container instance port. If a task fails the ELB health check, the task is killed and restarted (until service reaches desired capacity).
  • 41. Scheduling Containers: Long-running App Update service’s task definition (rolling update) Specify a deployment configuration for your service: • minimumHealthyPercent: lower limit (as a percentage of the service's desiredCount) of the number of running tasks that must remain running in a service during a deployment. • maximumPercent: upper limit (as a percentage of the service's desiredCount) of the number of running tasks that can be running in a service during a deployment.
  • 42. Scheduling Containers: Long-running app Deploy using the least space: minimumHealthyPercent = 50%, maximumPercent = 100%
  • 43. Scheduling Containers: Long-running App Deploy quickly without reducing service capacity: minimumHealthyPercent = 100%, maximumPercent = 200%
  • 44. Scheduling Containers: Long-running App Blue-Green Deployments • Define two ECS services • Each service is associated w/ ELB • Both ELBs in Route 53 record set with weighted routing policy, 100% Primary, 0% Secondary • Deploy to Blue or Green service and switch weights TaskTask Route 53 record set with weighted routing policy 0% 100%
  • 45. Microservices development lifecycle developers delivery pipelinemicroservices build pipeline build pipeline build pipeline build pipeline build pipeline build pipeline build pipeline build pipeline build pipeline build pipeline build pipeline build pipeline build pipeline build pipeline build pipeline
  • 46. Continuous Delivery to ECS with Jenkins 4. Push image to Docker registry 2. Build image from sources 3. Run test on image 1. Code push triggers build 5. Update Service 6. Pull image
  • 47. Continuous Delivery to ECS with Jenkins Easy Deployment Developers – Merge into master, done! Jenkins Build Steps Trigger via Webhooks, Monitoring, Lambda Build Docker image via Build and Publish plugin Push Docker image into Registry Register Updated Job with ECS API
  • 49. Continuous Delivery to ECS with Shippable
  • 50. Demo