1.
Scaling micro-services architecture on AWS
Boyan Dimitrov,
Senior Systems Engineer at Hailo
@nathariel

2.
Outline
• Intro to the Hailo world
• Our cloud journey and architecture evolution
• Platform design patterns and challenges
• Tooling
AWS User Group UK 2014

3.
AWS User Group UK 2014

4.
AWS User Group UK 2014
The world’s highest-rated taxi app – almost 20,000
five-star reviews
To date, Hailo has carried more than 11 million
passengers
Hailo has over 50,000 registered taxi drivers
worldwide

5.
AWS User Group UK 2014

6.
November 2011: Hailo 1.0 Launch
Users: 1
Regions: eu-west-1
AWS User Group UK 2014

7.
eu-west-1
Java
MYSQL
PHP
Architecture specifics
• Monolithic PHP and Java applications
• Built and supported by 3-4 backend
engineers
• City-specific environments
• MySQL master-master replication for
resilience
• Multi-AZ since day 1
AWS specifics
Route 53 ELB S3
AWS User Group UK 2014

8.
Challenges
• Hard to develop new features
• Painful to push code changes and to support many independent city specific
environments
• Adding new instances and more capacity is a very slow and expensive
process
• Unreliable and slow failover procedures
• SPOF
AWS User Group UK 2014

9.
December 2013: Hailo 2.0
AWS User Group UK 2014
Users: 1 000 000+
Regions: eu-west-1, us-east-1, ap-northeast-1

10.
Architecture specifics
• Micro-services architecture based on Go and Java
• Seamless service discovery, service to service communication,
monitoring and instrumentation
• Everything is automated
• Ability to scale services up and down based on demand
AWS specifics
Route 53 ELB S3
AWS User Group UK 2014
Autoscaling Cloudfront Redshift

11.
eu-west-1
Message
Bus+
Go
Services
Proxy Layer
Java
Services
C*
us-east-1
Proxy Layer
C*
ap-northeast -1
Proxy Layer
C*
AWS User Group UK 2014
Distributed
Queue+
Message
Bus+
Distributed
Queue+
Message
Bus+
Distributed
Queue+
Go
Services
Java
Services
Go
Services
Java
Services

12.
Challenges
• Hard to develop new features
Completing new features in days, not months
• Painful to push code changes
Seamless service deployment and ability to run multiple versions of a service
• Adding new instances and adding more capacity is slow
Our servers scale up and down based on demand
• Unreliable and slow failover procedures
Automated reaping of misbehaving services and AZ failover
• SPOF
Fault-tolerant distributed services architecture
AWS User Group UK 2014

13.
Infrastructure operating cost – a very important KPI
AWS User Group UK 2014

14.
Platform design patterns and challenges
AWS User Group UK 2014

15.
AWS User Group UK 2014
Orchestration Layer Overview
• External orchestration
services responsible for all
environments
• Internal orchestration
services responsible for
the local environment only

16.
AWS User Group UK 2014
External Orchestration
Layer under the hood
• The external orchestration
layer is built on the same
platform and shares the
same distributed,
scalability and resiliency
specifics
• Each external
orchestration service
instance has a “global”
view of our infrastructure
• Relies heavily on STS to
operate across different
accounts and regions

17.
AWS User Group UK 2014
Inside an environment: Auto Scaling and service provisioning

18.
• Increased operational and deployment complexity - requires constant service
resource utilization monitoring and manual shuffling.
• Risk of performance impact due to “noisy neighbours”
• Suboptimal resource management
AWS User Group UK 2014
Challenges

19.
AWS User Group UK 2014
Micro-services + Containers + Scheduling

20.
• Increased operational and deployment complexity – requires constant service
resource utilization monitoring and manual shuffling
On-demand infrastructure resources and services provisioning based on SLA
• Risk of performance impact due to “noisy neighbours”
Each service is isolated from the rest
• Suboptimal resource management
Services are grouped together in the most optimal way. We expect up to 30%
cost reduction of our worker services operational cost once we roll out this
solution
AWS User Group UK 2014
Micro-services + Containers + Scheduling on AWS will be a dominant
architecture pattern in the next few years
Challenges

21.
Tooling
AWS User Group UK 2014
Because all resources are ephemeral and will fail…

22.
AWS User Group UK 2014
A holistic view of the platform

23.
AWS User Group UK 2014
Service level health checks

24.
AWS User Group UK 2014
Reliable and repeatable service provisioning

25.
Everything is an event stream
AWS User Group UK 2014

26.
Platform events count as well!
AWS User Group UK 2014

27.
AWS User Group UK 2014
Still “things” will fail in mysterious ways

28.
AWS User Group UK 2014
Circuit breakers and graceful degradation when things go
wrong

29.
Thank you, any questions?
@nathariel
boyan@hailocab.com