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Kushal Vishwakarma

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Open access Aug 2026

When Should You Use Liquid Clustering? Benchmarking Lakehouse Layout Strategies

A systematic benchmark comparing all three layout strategies across four analytical workload types on a 50-million-record dataset, using real Databricks query profiles contains at least two findings I have not seen documented anywhere else, and one of them is a failure mode that could silently degrade query performance...

Kushal Vishwakarma · 0 citations

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