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Overlay Bitmap Encoding for Efficient Consumption of Apache Parquet Files

Summary: Recasts Parquet column chunks as compressed overlay-bitmaps, making indexes the physical representation rather than an adjunct. Integrated in Parquet C++/SAP IQ, it enables row-level predicate pushdown, improving compression and reducing loads by up to 100×. (summarized by gpt-5.6-luna on Aug 28 2026)

Paper ID
ha7b12539bda1efec
Venue
VLDB
Year
2026
Pagerank
4.9769913e-05
Overall Rank
10,910 | 26.68%
DOI
10.14778/3827998.3827999
PDF
Download (CC BY-NC-ND 4.0)

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Authors

BibTeX Citation

@article{aluc_vldb26,
        title = {{Overlay Bitmap Encoding for Efficient Consumption of Apache Parquet Files}},
        author = {Aluç, Güneş and Farrar, Daniel J. and Sharma, Manoj Kumar and Zhang, Weibing},
        journal = {PVLDB},
        series = {{VLDB} '26},
        volume = {19},
        number = {12},
        pages = {3834--3846},
        doi = {10.14778/3827998.3827999},
        url = {https://doi.org/10.14778/3827998.3827999},
        year = {2026}
}

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Outgoing Citations (Sorted by Pagerank)

Showing 23 of 23 cited papers.

Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.

Rank Cited Paper Year Venue Pagerank
21 Efficiently Compiling Efficient Query Plans for Modern Hardware 2011 VLDB 0.00056835296
23 Spark SQL: Relational Data Processing in Spark 2015 SIGMOD 0.00055384955
48 Weaving Relations for Cache Performance 2001 VLDB 0.00043795812
71 DuckDB: an Embeddable Analytical Database 2019 SIGMOD 0.00037724477
272 An Overview of Query Optimization in Relational Systems 1998 PODS 0.0002251422
327 Impala: A Modern, Open-Source SQL Engine for Hadoop 2015 CIDR 0.00020942751
460 Delta Lake: High-Performance ACID Table Storage over Cloud Object Stores 2020 VLDB 0.00017850215
681 Amazon Redshift Re-invented 2022 SIGMOD 0.0001482366
769 Bitmap Index Design and Evaluation 1998 SIGMOD 0.00014106166
950 Lakehouse: A New Generation of Open Platforms that Unify Data Warehousing and Advanced Analytics 2021 CIDR 0.00012889569
1,328 Column-oriented Database Systems 2009 VLDB 0.00010998855
1,424 Velox: Meta's Unified Execution Engine 2022 VLDB 0.00010714183
1,487 Photon: A Fast Query Engine for Lakehouse Systems 2022 SIGMOD 0.00010516813
3,152 Eon Mode: Bringing the Vertica Columnar Database to the Cloud 2018 SIGMOD 7.5870936e-05
3,446 Apache Hive: From MapReduce to Enterprise-grade Big Data Warehousing 2019 SIGMOD 7.2908619e-05
3,835 Presto: A Decade of SQL Analytics at Meta 2023 SIGMOD 6.9899256e-05
4,074 Apache Arrow DataFusion: A Fast, Embeddable, Modular Analytic Query Engine 2024 SIGMOD 6.8175757e-05
6,395 Selection Pushdown in Column Stores using Bit Manipulation Instructions 2023 SIGMOD 5.7981019e-05
6,513 In-database Distributed Machine Learning: Demonstration using Teradata SQL Engine 2019 VLDB 5.7571879e-05
6,583 Deep Lake: a Lakehouse for Deep Learning 2023 CIDR 5.7418672e-05
9,046 Bringing Cloud-Native Storage to SAP IQ 2021 SIGMOD 5.2307145e-05
9,690 The HANA Native Query Engine for Lakehouse Systems 2025 VLDB 5.1399285e-05
10,084 Delta Sharing: An Open Protocol for Cross-Platform Data Sharing 2025 VLDB 5.0806786e-05
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