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@berndruecker
Monitoring and Orchestration
of Your Microservices
Landscape with
Kafka and Zeebe
Berlin, Germany
mail@berndruecker.io
@berndruecker
Bernd Ruecker
Co-founder and
Chief Technologist of
Camunda
@berndruecker
Simplified example:
dash button
Photo by 0xF2, available under Creative Commons BY-ND 2.0
license. https://www.flickr.com/photos/0xf2/29873149904/
@berndruecker
Three steps…
@berndruecker
(Micro-)services
Checkout
Payment
Inventory
Shipment
@berndruecker
Autonomous (micro-)services
Checkout
Payment
Inventory
Shipment
Dedicated Application Processes
Dedicated infrastructure
Dedicated Development Teams
@berndruecker
Example
Checkout
Payment
Inventory
Shipment
The button blinks if we can
ship within 24 hours
@berndruecker
Request/response: temporal coupling
Checkout
Payment
Inventory
Shipment
Request
Response
The button blinks if we can
ship within 24 hours
@berndruecker
Temporal decoupling with events and read models
Checkout
Payment
Inventory
Shipment
Good
Stored
Read
Model
Good
Fetched
The button blinks if we can
ship within 24 hours
*Events are facts about what happened (in the past)
@berndruecker
Order
Placed
Payment
Received
Goods
Fetched
Notification
Checkout
Payment
Inventory
Shipment
Event-driven architecture
@berndruecker
Peer-to-peer event chains
Checkout
Payment
Inventory
Shipment
Order
placed
Payment
received
Goods
shipped
Goods
fetched
@berndruecker
Peer-to-peer event chains
Checkout
Payment
Inventory
Shipment
Order
placed
Payment
received
Goods
shipped
Goods
fetched
@berndruecker
The danger is that it's very easy to make
nicely decoupled systems with event
notification, without realizing that you're
losing sight of that larger-scale flow, and
thus set yourself up for trouble in future
years.
https://martinfowler.com/articles/201701-event-driven.html
@berndruecker
The danger is that it's very easy to make
nicely decoupled systems with event
notification, without realizing that you're
losing sight of that larger-scale flow, and
thus set yourself up for trouble in future
years.
https://martinfowler.com/articles/201701-event-driven.html
@berndruecker
The danger is that it's very easy to make
nicely decoupled systems with event
notification, without realizing that you're
losing sight of that larger-scale flow, and
thus set yourself up for trouble in future
years.
https://martinfowler.com/articles/201701-event-driven.html
@berndruecker
Phil Calcado at QCon NYC 2019
API
API
API
API
API
API
API
Microservices
External Services
Standard Software
„What the hell just happened?“
@berndruecker
Monitoring Workflows Across Microservices
https://www.infoq.com/articles/monitor-workflow-collaborating-microservices
@berndruecker
Process Event Monitoring
Checkout Inventory
Payment Shipment
Kafka Camunda
Optimize
@berndruecker
Process Event Monitoring
Camunda
Optimize
Elastic
@berndruecker
Order
Placed
Payment
Received
Goods
Fetchec
Goods
Shipped
Live hacking
https://github.com/berndruecker/flowing-retail/
That‘s great
That‘s great – until you have to move…
That‘s great – until you have to move…Keep it stable, just move that
one stick down there to the
top.
How hard
can it be?
Peer-to-peer event chains
Checkout
Payment
Inventory
Shipment
Order
placed
Payment
received
Goods
shipped
Goods
fetched
Fetch the goods
before the
payment
@berndruecker
Peer-to-peer event chains
Checkout
Payment
Inventory
Shipment
Fetch the goods
before the
payment
Goods
fetched
Order
placed
Payment
received
Goods
shipped
@berndruecker
What we wanted
Photo by Lijian Zhang, available under Creative Commons SA 2.0 License and Pedobear19 / CC BY-SA 4.0
@berndruecker
Order
Extract the end-to-end responsibility
Checkout
Payment
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Shipment
@berndruecker
Order
Commands vs. Events
Checkout
Payment
Inventory
Shipment
Order
placed
Retrieve
payment
Order
Commands vs. Events
Checkout
Payment
Inventory
Shipment
Order
placed
Retrieve
payment
It can still be messaging!
@berndruecker
Order
It is about where to decide about the coupling!
Checkout
Payment
Inventory
Shipment
Order
placed
Retrieve
payment
Order decides
. to listen to the event
. to issue the command
@berndruecker
Order
Checkout
Payment
Inventory
Shipment
Stateful orchestration
This orchestration
requires state
A workflow engine
It is currently here –
so next up is…
Stateful
Zeebe.io
Zeebe Architecture
Operate
Now it is easy to change the flow
@berndruecker
Live hacking
https://github.com/berndruecker/flowing-retail/
Demo architecture
Checkout Inventory
Payment Shipment
Kafka
Zeebe
Spring
Boot
Services
Spring Cloud Streams
Order
Alternative:
Kafka Connect
@berndruecker
BPMN
Business Process
Model and Notation
ISO Standard
@berndruecker
BPMN supports integration use cases
Aggregator
Re-Sequencer
Combined with timeouts:
Zeebe supports Message TTL
@berndruecker
BPMN supports integration use cases
Compensation
@berndruecker
Biz Dev Ops
@berndruecker
Your ITarchitecture
Choreography
Orchestration
@berndruecker
Your services
or applications
Monolith Chaos
Choreography
Orchestration
@berndruecker
Process Monitoring
Your services
or applications
Your ITarchitecture
Process Monitoring
Monolith Chaos
Choreography
Orchestration
Your services
or applications
Balance choreography and orchestration
@berndruecker
@berndruecker
Kafka
Zeebe
Produce
Record
Consume
Records
Event-
Stream
Recap
• In event-driven-systems it is easy to loose sight of the flow
• Visibility is essential to survive
• You need to balance orchestration and chorography
• Distributed systems need stateful orchestration
• Workflow automation is an essential building block
• BPMN is very powerful and provides BizDevOps
• Zeebe rocks :-)
@berndruecker
Thank you!
@berndruecker
mail@berndruecker.io
@berndruecker
https://berndruecker.io
https://medium.com/berndruecker
https://github.com/berndruecker
https://www.infoq.com/articles/events-
workflow-automation
Contact:
Slides:
Blog:
Code:
https://www.infoworld.com/article/3254777/
application-development/
3-common-pitfalls-of-microservices-
integrationand-how-to-avoid-them.html
https://thenewstack.io/5-workflow-automation-
use-cases-you-might-not-have-considered/

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