Data: The Land DevOps Forgot • Michael Nygard • GOTO 2024

Описание: This presentation was recorded at GOTO Copenhagen 2024. #GOTOcon #GOTOcph
https://gotocph.com

Michael Nygard - General Manager of Data at Nubank ‪@michaelnygard3079‬

RESOURCES
  / mtnygard  
  / mtnygard  
http://www.michaelnygard.com

Links
https://martinfowler.com/articles/dat...

ABSTRACT
We've transformed our operational systems to microservices with stream-aligned teams that own what they build. We know that working in short cycles with fast feedback produces better value sooner, safer, and happier. But there's a dark underbelly. Those microservice databases get pulled out into analytics processing that runs in monolithic batches that run for hours on hundreds of cores, then break with an error. Feedback takes days, and the centralized data team can't keep up with the pace of the business or data growth. There's another way, gaining traction. Data mesh promises to re-decentralize data processing along with ownership. It applies product thinking to internal data products.

We will talk about moving to data mesh: the promise and the pitfalls, what you can buy and what you'll need to build, and how to get internal buy-in for the transformation. [...]

TIMECODES
00:00 Intro
02:45 Operational vs analytic
07:28 The opposite of DevOps
08:07 New paradigm required
09:35 Data Mesh
18:50 Supporting the data owner
22:10 Platforms create incentives
28:55 Make the need visceral
31:17 Summary
33:07 Outro

Download slides and read the full abstract here:
https://gotocph.com/2024/sessions/3338

RECOMMENDED BOOKS
Michael Nygard • Release It! 2nd Edition • https://amzn.to/3WJeKV8
Michael Nygard • Release It! 1st Edition • https://amzn.to/3XCkiRf
Zhamak Dehghani • Data Mesh • https://amzn.to/3tTCwAC
Eberhard Wolff & Hanna Prinz • Service Mesh • https://leanpub.com/service-mesh-primer
Piethein Strengholt • Data Management at Scale • https://amzn.to/3tya08H
Martin Kleppmann • Designing Data-Intensive Applications • https://amzn.to/3mk2Roj
Sandeep Uttamchandani • The Self-Service Data Roadmap • https://amzn.to/3wAw5W2

https://bsky.app/profile/gotocon.com
  / gotocon  
  / goto-  
  / goto_con  
  / gotoconferences  
#DataMesh #Data #Observability #Automation #Microservices #SoftwareArchitecture #DevOps #MicroservicesOfData #Decentralize #SLO #MichaelNygard

CHANNEL MEMBERSHIP BONUS
Join this channel to get early access to videos & other perks:
   / @goto-  

Looking for a unique learning experience?
Attend the next GOTO conference near you! Get your ticket at https://gotopia.tech
Sign up for updates and specials at https://gotopia.tech/newsletter

SUBSCRIBE TO OUR CHANNEL - new videos posted almost daily.
https://www.youtube.com/user/GotoConf...