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7 Reasons why your microservices should use
Event Sourcing & CQRS
Hugh McKee (@mckeeh3), Developer Advocate
7 Reasons why your microservices should use
Event Sourcing & CQRS
Hugh McKee (@mckeeh3), Developer Advocate
Large and Complex Systems
Large and Complex Systems
Large and Complex Systems
Processing
Large and Complex Systems
Processing
Persistence
CQRS - Command Query Responsibility SegregationCQRS - Command Query Responsibility Segregation
CQRS - Command Query Responsibility Segregation
System of loosely coupled services
1. Independently deployable

2. Owns its schema

3. API only access to data
CQRS - Command Query Responsibility Segregation
System of loosely coupled services
1. Independently deployable

2. Owns its schema

3. API only access to data
CQRS - Command Query Responsibility Segregation
System of loosely coupled services
1. Independently deployable

2. Owns its schema

3. API only access to data
CQRS - Command Query Responsibility Segregation
System of loosely coupled services
1. Independently deployable

2. Owns its schema

3. API only access to data
CQRS - Command Query Responsibility Segregation
CQRS - Command Query Responsibility Segregation
Are you crazy?
0. What is Event Sourcing & CQRS
1. Smooth transition from DDD & Event Storming to implementation
2. Reduce service coupling
3. Break the read versus write performance bottleneck
4. Elevate the concurrency barrier
5. Simplify and harden messaging
6. Eliminate service coupling
7. Graduate from the IT Nursery
7 Reasons why your microservices should use ES & CQRS
0. What is Event Sourcing & CQRS
1. Smooth transition from DDD & Event Storming to implementation
2. Reduce service coupling
3. Break the read versus write performance bottleneck
4. Elevate the concurrency barrier
5. Simplify and harden messaging
6. Eliminate service coupling
7. Graduate from the IT Nursery
7 Reasons why your microservices should use ES & CQRS
0Reason
1
1
2
1
2
3
1
2
3
4
1
1
2
1
2
3
0. What is Event Sourcing & CQRS
1. Smooth transition from DDD & Event Storming to implementation
2. Reduce service coupling
3. Break the read versus write performance bottleneck
4. Elevate the concurrency barrier
5. Simplify and harden messaging
6. Eliminate service coupling
7. Graduate from the IT Nursery
7 Reasons why your microservices should use ES & CQRS
1Reason
Smooth transition from DDD & Event Storming to implementation
Domain Driven Design
Event Storming
Smooth transition from DDD & Event Storming to implementation
Commands & Events
Microservices
Domain Driven Design
Event Storming
Smooth transition from DDD & Event Storming to implementation
Commands & Events
Microservices
Domain Driven Design
Event Storming
Event Sourcing & CQRS
Smooth transition from DDD & Event Storming to implementation
0. What is Event Sourcing & CQRS
1. Smooth transition from DDD & Event Storming to implementation
2. Reduce service coupling
3. Break the read versus write performance bottleneck
4. Elevate the concurrency barrier
5. Simplify and harden messaging
6. Eliminate service coupling
7. Graduate from the IT Nursery
7 Reasons why your microservices should use ES & CQRS
2Reason
Reduce service coupling
Reduce service coupling
Reduce service coupling
Reduce service coupling
Reduce service coupling
Reduce service coupling
Reduce service coupling
Reduce service coupling
Reduce service coupling
Reduce service coupling
Reduce service coupling
Reduce service coupling
Reduce service coupling
Reduce service coupling
Reduce service coupling
Reduce service coupling
Reduce service coupling
Reduce service coupling
Reduce service coupling
Reduce service coupling
Reduce service coupling
0. What is Event Sourcing & CQRS
1. Smooth transition from DDD & Event Storming to implementation
2. Reduce service coupling
3. Break the read versus write performance bottleneck
4. Elevate the concurrency barrier
5. Simplify and harden messaging
6. Eliminate service coupling
7. Graduate from the IT Nursery
7 Reasons why your microservices should use ES & CQRS
3Reason
Break the read versus write performance bottleneck
Optimize
Reads?
Writes
Optimize
Writes?
Break the read versus write performance bottleneck
Reads
Break the read versus write performance bottleneck
Break the read versus write performance bottleneck
Break the read versus write performance bottleneck
Break the read versus write performance bottleneck
Break the read versus write performance bottleneck
Break the read versus write performance bottleneck
Eventually consistent
0. What is Event Sourcing & CQRS
1. Smooth transition from DDD & Event Storming to implementation
2. Reduce service coupling
3. Break the read versus write performance bottleneck
4. Elevate the concurrency barrier
5. Simplify and harden messaging
6. Eliminate service coupling
7. Graduate from the IT Nursery
7 Reasons why your microservices should use ES & CQRS
4Reason
Elevate the concurrency barrier
Elevate the concurrency barrier
Elevate the concurrency barrier
Elevate the concurrency barrier
Elevate the concurrency barrier
Elevate the concurrency barrier
Elevate the concurrency barrier
Elevate the concurrency barrier
Elevate the concurrency barrier
Elevate the concurrency barrier
Eventually consistent
0. What is Event Sourcing & CQRS
1. Smooth transition from DDD & Event Storming to implementation
2. Reduce service coupling
3. Break the read versus write performance bottleneck
4. Elevate the concurrency barrier
5. Simplify and harden messaging
6. Eliminate service coupling
7. Graduate from the IT Nursery
7 Reasons why your microservices should use ES & CQRS
5Reason
• at-most-once

• at-least-once

• exactly-once
Semantics of delivery
(maybe-once)
(once-or-more)
(essentially-once)
Simplify and harden messaging
Simplify and harden messaging
At-least-once
Push
Simplify and harden messaging
At-most-once
Push
Simplify and harden messaging
At-least-once
Pull
Simplify and harden messaging
At-least-once
Pull
Simplify and harden messaging
At-least-once
Pull
0. What is Event Sourcing & CQRS
1. Smooth transition from DDD & Event Storming to implementation
2. Reduce service coupling
3. Break the read versus write performance bottleneck
4. Elevate the concurrency barrier
5. Simplify and harden messaging
6. Eliminate service coupling
7. Graduate from the IT Nursery
7 Reasons why your microservices should use ES & CQRS
6Reason
Eliminate service coupling
Eliminate service coupling
Eliminate service coupling
Eliminate service coupling
Eliminate service coupling
Eliminate service coupling
Eliminate service coupling
Eliminate service coupling
7 Reasons why your microservices should use ES & CQRS
7
0. What is Event Sourcing & CQRS
1. Smooth transition from DDD & Event Storming to implementation
2. Reduce service coupling
3. Break the read versus write performance bottleneck
4. Elevate the concurrency barrier
5. Simplify and harden messaging
6. Eliminate service coupling
7. Graduate from the IT Nursery
Reason
Graduate from the IT Nursery
Reduce
Governance
Reduce
Ceremony
and
Ritual
Increase
Velocity
Graduate from the IT Nursery
Reduce
Governance
Reduce
Ceremony
and
Ritual
Increase
Velocity
Graduate from the IT Nursery
Reduce
Governance
Reduce
Ceremony
and
Ritual
Increase
Velocity
Organized Chaos
Graduate from the IT Nursery
Reduce
Governance
Reduce
Ceremony
and
Ritual
Increase
Velocity
Organized Revolution
Graduate from the IT Nursery
Reduce
Governance
Reduce
Ceremony
and
Ritual
Increase
Velocity
People are very open-minded about new things
- as long as they're exactly like the old ones.
-Charles F. Kettering
7 Reasons why your microservices should use ES & CQRS
0. What is Event Sourcing & CQRS
1. Smooth transition from DDD & Event Storming to implementation
2. Reduce service coupling
3. Break the read versus write performance bottleneck
4. Elevate the concurrency barrier
5. Simplify and harden messaging
6. Eliminate service coupling
7. Graduate from the IT Nursery
Hugh McKee (@mckeeh3), Developer Advocate
7 Reasons why your microservices should use  Event Sourcing & CQRS

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