Your question is Database Trade-offs for Streaming. Take a moment with it on the right.
Talk me through your thinking if you like. When you're confident, submit your answer and I'll grade it like a real screen (7/10 or better passes).
Explain the technical trade-offs between different database architectures when handling high-throughput streaming workloads for CoreWeave’s AI platform.
Compare relevant architectures such as streaming-first systems, distributed SQL databases, NoSQL stores, data warehouses, and lakehouse designs. Address throughput, latency, consistency, durability, scalability, cost, operational complexity, failure recovery, and workload isolation. Conclude with a recommendation framework and an execution plan for validating the preferred approach.