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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
4.9605343e-05
Overall Rank
10,971 | 26.46%
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 0.00056737487
23 Spark SQL: Relational Data Processing in Spark 2015 SIGMOD 0.00055523999
48 Weaving Relations for Cache Performance 2001 VLDB 0.00043770511
71 DuckDB: an Embeddable Analytical Database 2019 SIGMOD 0.00037688945
259 An Overview of Query Optimization in Relational Systems 1998 PODS 0.00022881075
327 Impala: A Modern, Open-Source SQL Engine for Hadoop 2015 CIDR 0.00020904249
462 Delta Lake: High-Performance ACID Table Storage over Cloud Object Stores 2020 VLDB 0.00017825062
651 Amazon Redshift Re-invented 2022 SIGMOD 0.00015126716
776 Bitmap Index Design and Evaluation 1998 SIGMOD 0.0001406101
955 Lakehouse: A New Generation of Open Platforms that Unify Data Warehousing and Advanced Analytics 2021 CIDR 0.00012856295
1,337 Column-oriented Database Systems 2009 VLDB 0.00010968302
1,415 Velox: Meta's Unified Execution Engine 2022 VLDB 0.00010707308
1,488 Photon: A Fast Query Engine for Lakehouse Systems 2022 SIGMOD 0.00010487094
3,055 Eon Mode: Bringing the Vertica Columnar Database to the Cloud 2018 SIGMOD 7.6896798e-05
3,457 Apache Hive: From MapReduce to Enterprise-grade Big Data Warehousing 2019 SIGMOD 7.2667942e-05
3,847 Presto: A Decade of SQL Analytics at Meta 2023 SIGMOD 6.9668258e-05
4,095 Apache Arrow DataFusion: A Fast, Embeddable, Modular Analytic Query Engine 2024 SIGMOD 6.7952274e-05
6,400 Selection Pushdown in Column Stores using Bit Manipulation Instructions 2023 SIGMOD 5.7811299e-05
6,524 In-database Distributed Machine Learning: Demonstration using Teradata SQL Engine 2019 VLDB 5.7381926e-05
6,592 Deep Lake: a Lakehouse for Deep Learning 2023 CIDR 5.722881e-05
9,067 Bringing Cloud-Native Storage to SAP IQ 2021 SIGMOD 5.2134185e-05
9,719 The HANA Native Query Engine for Lakehouse Systems 2025 VLDB 5.1229327e-05
10,118 Delta Sharing: An Open Protocol for Cross-Platform Data Sharing 2025 VLDB 5.0638787e-05
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