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LiquidCache: Efficient Pushdown Caching for Cloud-Native Data Analytics

Summary: LiquidCache: pushdown disaggregated cache that transcodes Parquet into a lightweight, cache-only “Liquid” format so filters are evaluated at cache servers without expensive Parquet decoding. Achieves ~10x cache CPU reduction and ~100x network cut with no extra memory. (summarized by gpt-5-mini on Feb 09 2026)

Paper ID
14399
Venue
VLDB
Year
2025
Pagerank
5.093636e-05
Overall Rank
11,078 | 24.00%
DOI
10.14778/3773731.3773741

Incoming Non-self Citations Over Time

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Authors

BibTeX Citation

@article{hao_vldb25,
        title = {{LiquidCache: Efficient Pushdown Caching for Cloud-Native Data Analytics}},
        author = {Hao, Xiangpeng and Lamb, Andrew and Wu, Yibo and Arpaci-Dusseau, Andrea and Arpaci-Dusseau, Remzi},
        journal = {PVLDB},
        series = {{VLDB} '25},
        volume = {18},
        number = {13},
        pages = {5662--5675},
        doi = {10.14778/3773731.3773741},
        url = {https://doi.org/10.14778/3773731.3773741},
        year = {2025}
}

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Outgoing Citations (Sorted by Pagerank)

Showing 36 of 36 cited papers.

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

Rank Cited Paper Year Venue Pagerank
103 DuckDB: an Embeddable Analytical Database 2019 SIGMOD 0.00034161428
148 Gorilla: A Fast, Scalable, In-Memory Time Series Database 2015 VLDB 0.00029250767
520 Delta Lake: High-Performance ACID Table Storage over Cloud Object Stores 2020 VLDB 0.00017136828
749 Data Lake Management: Challenges and Opportunities 2019 VLDB 0.00014379989
1,130 Query Processing on Smart SSDs: Opportunities and Challenges 2013 SIGMOD 0.00012052236
1,138 Lakehouse: A New Generation of Open Platforms that Unify Data Warehousing and Advanced Analytics 2021 CIDR 0.00012023643
1,364 Chimp: Efficient Lossless Floating Point Compression for Time Series Databases 2022 VLDB 0.00011020069
1,453 Dremel: A Decade of Interactive SQL Analysis at Web Scale 2020 VLDB 0.00010742227
1,757 Velox: Meta's Unified Execution Engine 2022 VLDB 9.8166984e-05
1,824 Photon: A Fast Query Engine for Lakehouse Systems 2022 SIGMOD 9.6734544e-05
2,023 Decomposed Bounded Floats for Fast Compression and Queries 2021 VLDB 9.2950046e-05
2,408 Why TPC Is Not Enough: An Analysis of the Amazon Redshift Fleet 2024 VLDB 8.6154404e-05
2,788 BtrBlocks: Efficient Columnar Compression for Data Lakes 2023 SIGMOD 8.1205155e-05
3,196 Farview: Disaggregated Memory with Operator Off-loading for Database Engines 2022 CIDR 7.6467469e-05
3,269 ALP: Adaptive Lossless floating-Point Compression 2023 SIGMOD 7.5809516e-05
3,540 Elf: Erasing-based Lossless Floating-Point Compression 2023 VLDB 7.3282654e-05
3,592 The FastLanes Compression Layout: Decoding >100 Billion Integers per Second with Scalar Code 2023 VLDB 7.2774889e-05
3,632 FlexPushdownDB: Hybrid Pushdown and Caching in a Cloud DBMS 2021 VLDB 7.2368817e-05
3,653 ClickHouse - Lightning Fast Analytics for Everyone 2024 VLDB 7.2241143e-05
3,877 An Empirical Evaluation of Columnar Storage Formats 2024 VLDB 7.0532293e-05
4,017 Napa: Powering Scalable Data Warehousing with Robust Query Performance at Google 2021 VLDB 6.9525581e-05
4,103 Exploiting Cloud Object Storage for High-Performance Analytics 2023 VLDB 6.8993506e-05
4,677 Redy: Remote Dynamic Memory Cache 2022 VLDB 6.5698961e-05
4,705 Presto: A Decade of SQL Analytics at Meta 2023 SIGMOD 6.5529421e-05
4,764 ReCache: Reactive Caching for Fast Analytics over Heterogeneous Data 2018 VLDB 6.51896e-05
5,037 A Deep Dive into Common Open Formats for Analytical DBMSs 2023 VLDB 6.3914026e-05
5,348 Crystal: A Unified Cache Storage System for Analytical Databases 2021 VLDB 6.2562688e-05
5,469 Apache Arrow DataFusion: A Fast, Embeddable, Modular Analytic Query Engine 2024 SIGMOD 6.2073056e-05
7,139 Selection Pushdown in Column Stores using Bit Manipulation Instructions 2023 SIGMOD 5.6932481e-05
8,357 Towards Buffer Management with Tiered Main Memory 2024 SIGMOD 5.4446759e-05
8,465 Predicate Pushdown for Data Science Pipelines 2023 SIGMOD 5.4194578e-05
8,634 Everything You Always Wanted to Know About Storage Compressibility of Pre-Trained ML Models but Were Afraid to Ask 2024 VLDB 5.3960216e-05
8,966 The Five-Minute Rule for the Cloud: Caching in Analytics Systems 2025 CIDR 5.3430119e-05
9,277 F3: The Open-Source Data File Format for the Future 2026 SIGMOD 5.2937431e-05
9,511 DPDPU: Data Processing with DPUs 2025 CIDR 5.25736e-05
10,057 AnyBlox: A Framework for Self-Decoding Datasets 2025 VLDB 5.1664022e-05
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