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This presentation was recorded at YOW! Perth 2023. #GOTOcon #YOW Michael Nygard - General Manager of Data at Nubank & Author of “Release It!“ @mtnygard RESOURCES 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 02:11 Operational vs analytic 06:35 The opposite of DevOps 08:36 Even more challenges 09:36 Hope on the horizon 11:07 Is that actually a new paradigm? 11:27 Data mesh 13:22 Decentralize ownership 16:36 Good fences make good neighbors 24:20 Simple to implement 34:31 Missing parts 38:10 How to get there? 45:03 Summary 46:10 Outro Download slides and read the full abstract here: RECOMMENDED BOOKS Zhamak Dehghani • Data Mesh • Eberhard Wolff & Hanna Prinz • Service Mesh • Piethein Strengholt • Data Management at Scale • Martin Kleppmann • Designing Data-Intensive Applications • Sandeep Uttamchandani • The Self-Service Data Roadmap • #DataMesh #Data #Microservices #SoftwareArchitecture #DevOps #MicroservicesOfData #Decentralize #SLO #MichaelNygard #YOWcon Looking for a unique learning experience? Attend the next GOTO conference near you! Get your ticket at Sign up for updates and specials at SUBSCRIBE TO OUR CHANNEL - new videos posted almost daily.
