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Ignasi Marimon-Clos - @ignasi35
Reactive Microsystems
scbcn’18
Ignasi Marimon-Clos - @ignasi35
Boring slide decks with lots of
boxes and caffeine deprivation
don’t go together
scbcn’18
@ignasi35
who am i ?
@ignasi35
Agenda
agenda
• glossary
• monolith, microlith, microsystem
glossary
glossary
• Reactive
• referred to architecture/systems
• responsive, resilient, elastic, message driven.
• See https://www.reactivemanifesto.org/
⚠ This is not a talk about reactive programming (react.js, RxJava, …)
glossary
• Message Passing VS Event Driven
• MP is the building block
• MP is anywhere-to-an-address —> addressable recipient
• ED is broadcasting-message —> addressable source
• See https://www.reactivemanifesto.org/
monolith, microlith, microsystem
@ignasi35
REST
Failure containment
Polyglot
Eventually Consistent (?)
Streaming data 🤔
Spatial decoupling !
(Reactive?)
Microliths
Monolith
@ignasi35 https://www.oreilly.com/ideas/the-evolution-of-scalable-microservices
Failure containment
Polyglot
Eventually Consistent
Streaming data
Temporal decoupling !
¿still a microlith?
• monolith
• microliths
• reactive microliths
Recap
• reactive microsystems ???
• refactor a reactive microlith with resilience and scalability in mind
microsystems
https://www.slideshare.net/jboner/from-microliths-to-microsystems
@ignasi35
REST
@ignasi35
WR WR
event-
journal
tables
@ignasi35
event-
journal
tables
event-
journal
tables Source of truth
Denormalised copies
@ignasi35
event-
journal
tables
event-
journal
tables
@ignasi35
event-
journal
projection
event-
ournal
event-
journal
tables
• CRUD
• C*UD model vs *R** model (aka Write Model vs Read Model)
• complementary eventlog
• eventlog as source of truth (in-transaction C*UD projections)
• eventlog as source of truth (eventually consistent projections)
Recap
• refactor a reactive microlith with resilience and scalability in mind
microsystems
https://www.slideshare.net/jboner/from-microliths-to-microsystems
@ignasi35
???Monolith
Recap (application level)
@ignasi35
event-
journal
projections
???Microlith
Recap (service level)
@ignasi35
event-
journal
projections
Let’s continue refactoring …
Recap (service level)
Journal
Snapshots
Write-side
projector
projections
IPC (broker)
Journal
Snapshots
Write-side
projector
projections
IPC (broker)
stateless stateful
• Lagom is a microservices framework promoting the creation of
services via contract-first, reactive microsystems implemented as
small clusters with a CQRS/ES persistence layer.
Journal
Snapshots
Write-side
projector
projections
IPC (broker)
Journal
Snapshots
Write-side
projector
projections
IPC (broker)
@ignasi35
event-
journal
projection
?Microsystems
on my
monolyth?
@ignasi35
•Separate stateless from stateful
•Move state to the process (not pushed on DB)
•Separate reads from writes (use different models)
•Denormalise
•… (cont’d)
Microsystems on my monolyth?
@ignasi35
•… (cont)
•Emit state changes
•complimentary log
•log source of truth
•Specialised nodes?
•Clustered nodes?
Microsystems on my monolyth?
@ignasi35
It’s not about monolith or microservices,
it’s about knowing alternatives.
Conclusion
Questions?
thank you
Reactive Microsystems (Sw Crafters Barcelona 2018)

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Reactive Microsystems (Sw Crafters Barcelona 2018)