Pando: Enhanced Data Skipping with Logical Data Partitioning
Summary: Pando improves automatic physical layout design by exploiting correlations among workload predicates through logical, correlation-aware partitioning. It enables up to 2.8× fewer blocks scanned and 2.3× faster queries than state-of-the-art skipping methods. (summarized by gpt-5.6-luna on Jul 24 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Sivaprasad Sudhir (Massachusetts Institute of Technology; Meta)
- 2. Wenbo Tao (Meta)
- 3. Nikolay Laptev (Meta)
- 4. Cyrille Habis (Meta)
- 5. Michael Cafarella (Massachusetts Institute of Technology)
- 6. Samuel Madden (Massachusetts Institute of Technology)
BibTeX Citation
@article{sudhir_vldb23,
title = {{Pando: Enhanced Data Skipping with Logical Data Partitioning}},
author = {Sudhir, Sivaprasad and Tao, Wenbo and Laptev, Nikolay and Habis, Cyrille and Cafarella, Michael and Madden, Samuel},
journal = {PVLDB},
series = {{VLDB} '23},
volume = {16},
number = {9},
pages = {2316--2329},
doi = {10.14778/3598581.3598601},
url = {https://doi.org/10.14778/3598581.3598601},
year = {2023}
}Incoming Citations (Sorted by Pagerank)
Showing 7 of 7 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 6,041 | Automated Multidimensional Data Layouts in Amazon Redshift | 2024 | SIGMOD | 5.8894534e-05 |
| 7,383 | Optimizing Collections of Bloom Filters within a Space Budget | 2024 | VLDB | 5.5222465e-05 |
| 10,139 | Adaptive data transformations for QaaS | 2025 | CIDR | 5.0597449e-05 |
| 10,631 | Counting Is All You Need for Instant Tuple Discovery: Enabling Real-Time HTAP in Standalone DBMSs | 2026 | SIGMOD | 4.9605343e-05 |
| 10,691 | Honeybee: Efficient Role-based Access Control for Vector Databases via Dynamic Partitioning | 2026 | SIGMOD | 4.9605343e-05 |
| 10,914 | I-Rex: An Interactive Debugger for SQL | 2026 | VLDB | 4.9605343e-05 |
| 11,654 | Partition, Don’t Sort! Compression Boosters for Cloud Data Ingestion Pipelines | 2024 | VLDB | 4.9605343e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 27 of 27 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
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