This presentation was recorded at GOTO Amsterdam 2024. #GOTOcon #GOTOams
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Christoph Windheuser - Building Applications Fast in High Quality, Based on Data & AI @christophwindheuser3252
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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
00:00 Intro
02:27 Agenda
03:48 Why big data & big data architecture (BDA)?
06:56 What is a BDA & its requirements?
10:19 History of data architectures
13:00 Different BDAs
13:22 Moder data stack
20:42 Data Lakehouse
27:51 Data Mesh
34:40 Future of BDA
42:15 Summary: 4 things to remember
43:15 Outro
Download slides and read the full abstract here:
https://gotoams.nl/2024/sessions/3149
RECOMMENDED BOOKS
Katherine Kostereva • No-Code Playbook • https://amzn.to/475WsTo
Forsgren, Humble & Kim • Accelerate • https://amzn.to/367RI5o
David Farley • Modern Software Engineering • https://amzn.to/3GI468M
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