Lalith Suresh
lalithsuresh.bsky.social
CEO @ feldera.com, the incremental compute engine for AI, ML and data teams. Formerly a systems researcher in distributed systems, databases, cloud, OS, PL, and networking. Sci-fi and gaming nerd. lalith.in/research
👤 Joined on 09 November 2024
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- 09 Kas 2024, 22:42
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Once you've experienced a True Incremental View Maintenance (IVM) engine, recomputing everything from scratch sounds absolutely absurd. Too slow and too expensive to justify. We set up a little match of our own: Databricks Incrementally Materialized Views vs. Feldera.
Show PostRight now, somewhere, a data engineer is getting another message from stakeholders: “Why is the Gold layer late?” It is a familiar reminder that the traditional medallion architecture was not built for real-time freshness. It is being held back by legacy batch processing.
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sicko mode is running formal verification as tests under nextest
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DM: … you want to be -what- race and class? Player: whale necromancer. DM: you can’t be a Player: <interrupting> DID IN STUTTER
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