Skipping-oriented Partitioning for Columnar Layouts
Summary: Introduces Generalized Skipping-Oriented Partitioning (GSOP) for columnar layouts. Jointly optimizes horizontal skipping and vertical partitioning to balance skip opportunities with tuple reconstruction, reducing scanned data and improving end-to-end queries vs. state-of-the-art on benchmarks and real workloads. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Liwen Sun (University of California Berkeley)
- 2. Michael J. Franklin (University of California Berkeley)
- 3. Jiannan Wang (Simon Fraser University)
- 4. Eugene Wu (Columbia University)
BibTeX Citation
@article{sun_vldb17,
title = {{Skipping-oriented Partitioning for Columnar Layouts}},
author = {Sun, Liwen and Franklin, Michael J. and Wang, Jiannan and Wu, Eugene},
journal = {PVLDB},
series = {{VLDB} '17},
volume = {10},
number = {4},
pages = {421--432},
doi = {10.14778/3021924.3021933},
url = {https://doi.org/10.14778/3021924.3021933},
year = {2017}
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