Cover Image for Building Data Systems in 2025: Dark Secret Behind “S3 as Primary Storage"
Cover Image for Building Data Systems in 2025: Dark Secret Behind “S3 as Primary Storage"
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Building Data Systems in 2025: Dark Secret Behind “S3 as Primary Storage"

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​About
“S3 as Primary Storage” has become the mainstream architecture for modern data systems. From RisingWave to Chroma and WarpStream, a growing number of systems are adopting this model. But behind its scalability and simplicity lies a hidden cost—literally. S3 is notorious for its high latency and steep access fees, which can quickly spiral out of control in production.

​In this webinar, Yingjun Wu from RisingWave (the leading stream processing system) and Hammad Bashir from Chroma (the leading vector database) will share how they’ve built cutting-edge data systems from the ground up using S3 as the foundation—and the real-world challenges they’ve faced while supporting large-scale, in-production workloads.

​Speakers
Yingjun Wu -- Founder and CEO at RisingWave Labs
Hammad Bashir -- CTO at Chroma

Avatar for Real Time Data + AI
In-Person Events for (Real Time) Data and AI Geeks
80 Went