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https://hackernoon.com/listen-to-that-poor-bi-engineer-we-need-fast-joins.
Yes, you can expect fast joins from a relational database.
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Fast join queries is the way towards self-service BI, the future of business intelligence. This is about our architectural upgrade to empower that.