Upgrade to Pro — share decks privately, control downloads, hide ads and more …

Scaling in Three Dimensions – Data In Motion Pa...

Sponsored · Ship Features Fearlessly Turn features on and off without deploys. Used by thousands of Ruby developers. →
Avatar for Arnaud LEMAIRE Arnaud LEMAIRE
September 26, 2024
Programming
79
0

Scaling in Three Dimensions – Data In Motion Paris 2024

Avatar for Arnaud LEMAIRE

Arnaud LEMAIRE

September 26, 2024

More Decks by Arnaud LEMAIRE

See All by Arnaud LEMAIRE
From code to consequences — Tech Pour l'Emploi #3
Avatar for Arnaud LEMAIRE lilobase
0
33
From Code to Consequences – AlpesCraft 2025
Avatar for Arnaud LEMAIRE lilobase
0
580
Intervention Michelin DORD
Avatar for Arnaud LEMAIRE lilobase
0
160
The strategies behind ddd – AdeoDevSummit 2022
Avatar for Arnaud LEMAIRE lilobase
6
1.4k
Let's reset Agile at Scale — Lean&Agile day Michelin 2022
Avatar for Arnaud LEMAIRE lilobase
2
390
Sunday, retour d’expérience sur la construction d’une entreprise attractive pour les techs – Tech.rocks 2021
Avatar for Arnaud LEMAIRE lilobase
1
210
Le projet legacy, quelles stratégies pour s'en sortir ? – Software Crafts·wo·manship Rennes juin 2021
Avatar for Arnaud LEMAIRE lilobase
4
630
Réconcilier architecture logicielle & problématiques métiers : une introduction au Domain Driven Design – Blend Web Mix 2021
Avatar for Arnaud LEMAIRE lilobase
5
1.1k
La qualité d’aujourd’hui est la productivité de demain — Orange Innovation School mars 2021
Avatar for Arnaud LEMAIRE lilobase
1
640

Other Decks in Programming

See All in Programming
10年分の技術的負債、完済へ ― Claude Code主導のAI駆動開発でスポーツブルを丸ごとリプレイスした話
Avatar for nero15 takuya_houshima
0
430
煩雑なSkills管理をSoC（関心の分離）により解決する――関心を分離し、プロンプトを部品として育てるためのOSSを作った話 / Solving Complex Skills Management Through SoC (Separation of Concerns)
Avatar for nrs nrslib
3
360
Going Multiplatform with Your Android App (Android Makers 2026)
Avatar for Márton Braun zsmb
1
270
Geminiをパートナーに神社DXシステムを個人開発した話（いなめぐDX 開発振り返り）
Avatar for T. Fujiba fujiba
0
130
「速くなった気がする」をデータで疑う
Avatar for Leaf senleaf24
0
130
Rethinking API Platform Filters
Avatar for Vincent Amstoutz vinceamstoutz
0
7.1k
Xdebug と IDE による デバッグ実行の仕組みを見る / Exploring-How-Debugging-Works-with-Xdebug-and-an-IDE
Avatar for shin1x1 shin1x1
0
330
Kubernetes上でAgentを動かすための最新動向と押さえるべき概念まとめ
Avatar for Sota Makino sotamaki0421
1
370
RSAが破られる前に知っておきたい 耐量子計算機暗号(PQC)入門 / Intro to PQC: Preparing for the Post-RSA Era
Avatar for mackey0225 mackey0225
3
120
仕様漏れ実装漏れをなくすトレーサビリティAI基盤のご紹介
Avatar for Kuniwak orgachem
PRO
8
4.4k
forteeの改修から振り返るPHPerKaigi 2026
Avatar for muno92 muno92
PRO
3
210
Migration to Signals, Signal Forms, Resource API, and NgRx Signal Store @Angular Days 03/2026 Munich
Avatar for Manfred Steyer manfredsteyer
PRO
0
230

Featured

See All Featured
Discover your Explorer Soul
Avatar for Emna emna__ayadi
2
1.1k
Building a A Zero-Code AI SEO Workflow
Avatar for Ian Lurie portentint
PRO
0
430
コードの90%をAIが書く世界で何が待っているのか / What awaits us in a world where 90% of the code is written by AI
Avatar for r-kagaya rkaga
61
43k
Everyday Curiosity
Avatar for Cassini Nazir cassininazir
0
190
Ecommerce SEO: The Keys for Success Now & Beyond - #SERPConf2024
Avatar for Aleyda Solis aleyda
1
1.9k
The Impact of AI in SEO - AI Overviews June 2024 Edition
Avatar for Aleyda Solis aleyda
5
780
The Art of Programming - Codeland 2020
Avatar for Erika Heidi erikaheidi
57
14k
Being A Developer After 40
Avatar for Adrian Kosmaczewski akosma
91
590k
Helping Users Find Their Own Way: Creating Modern Search Experiences
Avatar for Dan Newman danielanewman
31
3.1k
ピンチをチャンスに：未来をつくるプロダクトロードマップ #pmconf2020
Avatar for Aki / @LoveIdahoBurger aki_iinuma
128
55k
Building Applications with DynamoDB
Avatar for Matt Wood mza
96
7k
How To Speak Unicorn (iThemes Webinar)
Avatar for Michelle Schulp Hunt marktimemedia
1
420

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