Short Communication: Fast Null-Handling for Sparse Parquet Columns

short-communication
Received: Oct 10, 2025
Published: Oct 30, 2025
Authors: Priyanka Nair ✉ Jakub Zielinski Owen Fletcher

Abstract

We implement a branchless null-handling kernel for sparse columns, improving scan throughput by 9�14% on lakehouse workloads.

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Cite this article

Nair, P., Zielinski, J., & Fletcher, O. (2025). Short Communication: Fast Null-Handling for Sparse Parquet Columns. Research Explorations in Global Knowledge & Technology (REGKT), 3 (8). Retrieved from https://regkt.com/article.php?id=168&slug=short-communication-fast-null-handling-sparse-parquet-columns

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