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#datamesh#datalakehouse#datafabric
What's the Best Big Data Architecture for You? • Christoph Windheuser • GOTO 2024
GOTO Conferences
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- Presented by Christoph Windheuser
Intermediate. Assumes working knowledge.
75K views2 years ago
Databases and dataDistributed systemsData engineering and warehousesSoftware architecture
Christoph Windheuser compares big data architecture patterns including data mesh, data lakehouse, data fabric, and data vault.
This presentation was recorded at GOTO Amsterdam 2024. #GOTOcon #GOTOams gotoams.nl Christoph Windheuser - Building Applications Fast in High Quality, Based on Data & AI @christophwindheuser RESOURCES twitter.com/Windheuser linkedin.com/in/windheuser christophwindheuser.com ABSTRACT To implement Big Data use cases like Analytics, Machine Learning or GenAI, having the right data architecture is essential. And data architectures have come a long way from the first data warehouses to modern cloud-based data and compute platforms. In this talk, we will look into the history, present and future of big data architectures. We will shed light on competing big data architecture patterns like Data Mesh, Data Lakehouse, Data Fabric and Data Vault. What are the differences, what are the main challenges to implement them in an organization? And what will the future of big data architectures look like? [...] TIMECODES Intro Agenda Why big data & big data architecture (BDA)? What is a BDA & its requirements? History of data architectures Different BDAs Moder data stack Data Lakehouse Data Mesh Future of BDA Summary: 4 things to remember Outro Download slides and read the full abstract here: gotoams.nl/2024/sessions/3149 RECOMMENDED BOOKS Katherine Kostereva • No-Code Playbook • amzn.to/475WsTo Forsgren, Humble & Kim • Accelerate • amzn.to/367RI5o David Farley • Modern Software Engineering • amzn.to/3GI468M twitter.com/GOTOcon linkedin.com/company/goto- instagram.com/goto_con facebook.com/GOTOConferences #BigData #BigDataArchitecture #SoftwareArchitecture #GenAI #DataMesh #DataLakehouse #DataFabric #DataVault #SQL #ApacheSpark #DatAsAProduct #ChristophWindheuser CHANNEL MEMBERSHIP BONUS Join this channel to get early access to videos & other perks: youtube.com/channel/UCs_tLP3AiwYKwdUHpltJPuA/join Looking for a unique learning experience? Attend the next GOTO conference near you! Get your ticket at gotopia.tech Sign up for updates and specials at gotopia.tech/newsletter SUBSCRIBE TO OUR CHANNEL - new videos posted almost daily. youtube.com/user/GotoConferences/?sub_confirmation=1Why it's here
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