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REAL-WORLD 
MICROSERVICES 
Lessons From The Frontline
AGENDA 
2 
Definition 
Benefits & Complexities 
Stories & Practices
WHAT IS A MICROSERVICES ARCHITECTURE? 
Post-continuous 
delivery SOA
WHAT IS A MICROSERVICES ARCHITECTURE? 
Post-continuous 
delivery SOA 
Fine-grained 
domain capability
WHAT IS A MICROSERVICES ARCHITECTURE? 
Post-continuous 
delivery SOA 
Fine-grained 
domain capability 
Independently 
releasable
WHAT IS A MICROSERVICES ARCHITECTURE? 
Post-continuous 
delivery SOA 
Fine-grained 
domain capability 
Independently 
releasable 
Language agnostic 
integration
WHAT MICROSERVICES ARCHITECTURE IS NOT
WHAT MICROSERVICES ARCHITECTURE IS NOT 
Monolithic
WHAT MICROSERVICES ARCHITECTURE IS NOT 
Monolithic 
Layered and cross-functional
WHAT MICROSERVICES ARCHITECTURE IS NOT 
Monolithic 
Layered and cross-functional 
Intelligently 
integrated 
Intelligent Integration
WHAT MICROSERVICES ARCHITECTURE IS NOT 
Monolithic 
Layered and cross-functional 
Intelligently 
integrated 
Centrally integrated
VALUES 
INNOVATION 
COMPOSABILITY 
AUTONOMY 
with 
RESPOSIBILITY 
SPEED OF CHANGE 
SCALE 
LOWER 
CONGITIVE LOAD 
TECH DIVERSIFICATION
6 
VALUES & 
PRINCIPLES 
Autonomy 
Speed of Change 
Scale 
Composability 
Tech Diversity 
COMPLEXITIES 
Communication 
Execution 
Resilience 
Maintenance 
Operational 
MICRO MACRO
RYAN’S 
STORY 
DOMAIN COMPLEXITY 
Supply Chain SAN FRANCISCO 
7
SPLITTING FROM MONOLITH – BROWN FIELD
SPLITTING FROM MONOLITH – BROWN FIELD 
DOMAIN 
BOUNDED 
CONTEXT
SPLITTING FROM MONOLITH – BROWN FIELD 
DOMAIN 
BOUNDED 
CONTEXT 
RATE OF 
CHANGE
SPLITTING FROM MONOLITH – BROWN FIELD 
DOMAIN 
BOUNDED 
CONTEXT 
RATE OF 
CHANGE 
TEAM STRUCTURE 
Conway’s Law
SPLITTING FROM MONOLITH – BROWN FIELD 
DOMAIN 
BOUNDED 
CONTEXT 
RATE OF 
CHANGE 
WHAT HURTS MOST 
TEAM STRUCTURE 
Conway’s Law
CAUTION: PARTITIONING BY EXISTING COUPLING 
D3.js 
Structure 101 
FxCop 
NDepend
10 
GREEN FIELD DOMAIN MODELLING 
USE THE JOURNEYS
GREEN FIELD DOMAIN MODELLING 
INSPECT THE BOUNDED CONTEXTS 
Neo4J
12 
One service at a time 
Single responsibility 
Loose coupling 
High cohesion 
SOLID principles 
EVOLUTIONARY 
BACK TO BASIC PRINCIPLES
EVAN’S 
STORY 
SERVICE OWNERSHIP 
Online Real Estate MELBOURNE 
13
LONG-LIVED TEAMS 
15
15 
LONG-LIVED TEAMS 
FLUID TEAM 
MEMBERSHIP
15 
LONG-LIVED TEAMS 
FLUID TEAM 
MEMBERSHIP 
COLLABORATIVE 
CODING
KENT’S 
STORY 
EXECUTION COMPLEXITY PIPELINES 
Online Retail MELBOURNE 
16
CONSUMER-DRIVEN CONTRACTS 
Consumer Provider 
Purchase 
Confirm. 
Email 
Purchase 
Service
CONSUMER-DRIVEN CONTRACTS 
Consumer Provider 
Purchase 
Confirm. 
Email 
Purchase 
Service 
Purchase 
Service 
API Test 
Purchase 
Service 
Mock
CONSUMER-DRIVEN CONTRACTS 
Consumer Provider 
Purchase 
Confirm. 
Email 
Purchase 
Service 
Purchase 
Service 
API Test 
Purchase 
Service 
Mock
Production 
DECENTRALISED PIPELINE 
Build Test Integration Test Acceptance Test
DECENTRALISED PIPELINE 
Build Test Consumer Test Acceptance Test Production
EVAN’S 
STORY 
OPERATIONAL COMPLEXITY - MONITORING 
Online Real Estate MELBOURNE 
19
20 
Heartbeat for 
load balancer
21 
Nagios 
checks
22 
Full diagnosis 
for human
23 
AGGREGATED MONITORING 
Riemann 
Event 
processing
24 
SYNTHETIC TRANSACTIONS
KENT’S 
STORY 
OPERATIONAL COMPLEXITY TRADEOFFS 
Online Retail MELBOURNE 
25
MONITORING AGGREGATED LOGS 
26 
ID: 123 
ID: 123.467 
ID: 123.892
RESILIENCE 
STATUS 
• Up
RESILIENCE 
STATUS 
• 
• 
Up 
Down
RESILIENCE 
STATUS 
• 
• 
Up 
Down 
STATUS 
• All up
RESILIENCE 
STATUS 
• 
• 
Up 
Down 
STATUS 
• All up 
• All down
RESILIENCE 
STATUS 
• 
• 
Up 
Down 
STATUS 
• All up 
• All down 
• Mostly up
RESILIENCE 
STATUS 
• 
• 
Up 
Down 
STATUS 
• All up 
• All down 
• Mostly up 
• 
Up apart from 1
RESILIENCE 
STATUS 
• 
• 
Up 
Down 
STATUS 
• All up 
• All down 
• Mostly up 
• 
Up apart from 1 
• All of the important bits are up
FAULT TOLERANCE PATTERNS 
28 
CIRCUIT BREAKER 
Netflix/ 
Hystrix 
[failure threshold 
reached] 
CLOSED 
[call succeeds] 
Reset 
Trip breaker 
[call fails] 
Trip Breaker 
HALF 
OPEN 
OPEN 
on timeout 
Attempt Reset
JAMES’ 
STORY MAINTAINABILITY 
Telecommunication SYDNEY 
29
SERVICES SELF-DISCOVERABILITY
SERVICES SELF-DISCOVERABILITY
SERVICES SELF-DISCOVERABILITY
SERVICES SELF-DISCOVERABILITY
SERVICESSELF-DISCOVERABILITY
SERVICES SELF-DISCOVERABILITY
SCOTT’S 
STORY 
A NEW DOMAIN VIEW 
Global Assignee Tax Services MELBOURNE 
31
History is the version of past events that 
people have decided to agree upon. 
- Napoleon Bonaparte 
32
THE EVOLUTION OF MODELLING THE DOMAIN 
33 
Entity centric 
e.g. Customer 
Entity centric 
e.g. Credit
THE EVOLUTION OF MODELLING THE DOMAIN 
33 
Entity centric 
e.g. Credit 
Activity centric 
e.g. Purchase 
Entity centric 
e.g. Customer
THE EVOLUTION OF MODELLING THE DOMAIN 
33 
Entity centric 
e.g. Credit 
Activity centric 
e.g. Purchase 
Entity centric 
e.g. Customer 
Aggregator centric 
e.g. Notification board 
Search everywhere 
Reports
THE EVOLUTION OF MODELLING THE DOMAIN 
33 
Entity centric 
e.g. Credit 
Activity centric 
e.g. Purchase 
Entity centric 
e.g. Customer 
Aggregator centric 
e.g. Notification board 
Search everywhere 
Reports
DOMAIN EVENTS AS FIRST CLASS CITIZENS 
DOMAIN EVENT 
Time {t}, CustomerRegistered, … 
Time {t}, CreditDebited, … 
Time {t}, OrderPlaced, … 
(1) Publisher- 
Subscriber 
(2) RESTful 
Event 
endpoints 
F 
Build future 
capabilities 
e.g. 
gamification
JR’S 
STORY 
CHOREOGRAPHY 
Online Retail BRISBANE 
35
SERVICE COMPOSITION 
Leave composition to the one with most context 
Expose finer-grained operations 
Composition of Sync and Async is hard , try 
Reactive programming 
JavaScript Promises, RxJava Observables 
36
GILES’ 
STORY 
FLEXIBILITY 
Sports Broadcasting LONDON 
37
THAT POPULAR SPORT 
38
TAKE-AWAYS 
KNOW YOUR PROBLEM & DOMAIN WELL 
TRADE-OFF COMPLEXITIES CAREFULLY 
IT’S AN ORGANISATIONAL AND CULTURAL SHIFT 
EVOLVE FROM MACRO TO MICRO 
BUILD FOR CONTINUOUS DELIVERY FROM DAY 0 
MAKE SURE YOU ARE TALL ENOUGH ☺
40 
New!
41 
THANK YOU! 
Zhamak Dehghani 
zdehghan@thoughtworks.com 
@zhamakd

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