Scaling in Three Dimensions – Data In Motion Paris 2024

Transcript

1. Scaling in Three Dimensions A Sunday Story Arnaud LEMAIRE, CTO @ Sunday – Data in Motion 2024
2. Vertical Horizontal Scaling in Two Dimensions
3. Scaling in Three Dimensions Complexity Load People/Team
4. Scaling in Three Dimensions A Monolith Microservice Ready A Reactive Architecture Contrat Based Team
5. A Monolith Micro- service Ready Scaling in Complexity
6. Hypergrowth • Up to 10 new onboarding per week • A new system to be developed in 8 weeks • Dozen of new restaurants every week • …
7. A monolith with seams Sunday
8. A monolith with seams Billing vPOS Payment
9. A monolith with seams Billing vPOS Payment Local Queue
10. A monolith with two mains Billing vPOS Payment Network Queue Billing vPOS Payment
11. A Monolith Micro-Service Ready Billing Payment Network Queue vPOS
12. Contract Based Team Scaling The Org
13. Payment Messages Events gRPC REST/JSON Open API Kafka Sunday Protocols (protobuff)
14. Payment Messages Events gRPC REST/JSON Open API Kafka Data Ingestion Federated Queries
15. Payment Messages Events gRPC REST/JSON Open API Kafka Data Ingestion Federated Queries Observability BI Datadog Metabase
16. Payment Messages Events gRPC REST/JSON Open API Kafka Data Ingestion Federated Queries Observability BI Datadog Metabase Internal Service App (native, web) Merchant Analytics & BI The Team
17. A Reactive Architecture Scaling in Load
18. A Dangerous Mix 06 08 10 12 14 16 18 20 22 00 02 04
19. Classic Request Response Flow App
20. Reactive Flow App
21. Reactive Flow Subscription vPOS Projector
22. Reactive Flow Subscription vPOS Projector
23. Merci