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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
14212
Venue
VLDB
Year
2025
Pagerank
4.1905499e-05
Overall Rank
10,858 | 24.54%
DOI
10.14778/3773731.3773741

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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
185 DuckDB: an Embeddable Analytical Database 2019 SIGMOD 0.00036529607
211 Gorilla: A Fast, Scalable, In-Memory Time Series Database 2015 VLDB 0.0003401421
739 Delta Lake: High-Performance ACID Table Storage over Cloud Object Stores 2020 VLDB 0.00017365933
936 Data Lake Management: Challenges and Opportunities 2019 VLDB 0.00015197838
1,342 Query Processing on Smart SSDs: Opportunities and Challenges 2013 SIGMOD 0.00012482124
1,356 Lakehouse: A New Generation of Open Platforms that Unify Data Warehousing and Advanced Analytics 2021 CIDR 0.00012409986
2,060 Dremel: A Decade of Interactive SQL Analysis at Web Scale 2020 VLDB 9.6585115e-05
2,070 Chimp: Efficient Lossless Floating Point Compression for Time Series Databases 2022 VLDB 9.6331032e-05
2,472 Photon: A Fast Query Engine for Lakehouse Systems 2022 SIGMOD 8.7156826e-05
2,533 Velox: Meta’s Unified Execution Engine 2022 VLDB 8.5870599e-05
2,619 Decomposed Bounded Floats for Fast Compression and Queries 2021 VLDB 8.4427442e-05
3,131 Why TPC Is Not Enough: An Analysis of the Amazon Redshift Fleet 2024 VLDB 7.5054309e-05
3,642 BtrBlocks: Efficient Columnar Compression for Data Lakes 2023 SIGMOD 6.8876984e-05
3,829 Farview: Disaggregated Memory with Operator Off-loading for Database Engines 2022 CIDR 6.7187307e-05
4,389 Elf: Erasing-based Lossless Floating-Point Compression 2023 VLDB 6.2197225e-05
4,498 ClickHouse - Lightning Fast Analytics for Everyone 2024 VLDB 6.1351257e-05
4,509 ALP: Adaptive Lossless floating-Point Compression 2023 SIGMOD 6.1251244e-05
4,516 An Empirical Evaluation of Columnar Storage Formats 2024 VLDB 6.1146215e-05
4,520 The FastLanes Compression Layout: Decoding >100 Billion Integers per Second with Scalar Code 2023 VLDB 6.1119645e-05
4,665 Napa: Powering Scalable Data Warehousing with Robust Query Performance at Google 2021 VLDB 6.0057914e-05
4,672 FlexPushdownDB: Hybrid Pushdown and Caching in a Cloud DBMS 2021 VLDB 6.001444e-05
4,873 Exploiting Cloud Object Storage for High-Performance Analytics 2023 VLDB 5.8557568e-05
5,256 Redy: Remote Dynamic Memory Cache 2022 VLDB 5.5990529e-05
5,304 ReCache: Reactive Caching for Fast Analytics over Heterogeneous Data 2018 VLDB 5.5738777e-05
5,537 Presto: A Decade of SQL Analytics at Meta 2023 SIGMOD 5.453017e-05
5,571 A Deep Dive into Common Open Formats for Analytical DBMSs 2023 VLDB 5.4279553e-05
6,152 Crystal: A Unified Cache Storage System for Analytical Databases 2021 VLDB 5.1802666e-05
6,332 Apache Arrow DataFusion: A Fast, Embeddable, Modular Analytic Query Engine 2024 SIGMOD 5.1021765e-05
7,427 Selection Pushdown in Column Stores using Bit Manipulation Instructions 2023 SIGMOD 4.7282014e-05
8,422 Towards Buffer Management with Tiered Main Memory 2024 SIGMOD 4.5114807e-05
8,625 Predicate Pushdown for Data Science Pipelines 2023 SIGMOD 4.4784651e-05
8,684 Everything You Always Wanted to Know About Storage Compressibility of Pre-Trained ML Models but Were Afraid to Ask 2024 VLDB 4.4626624e-05
8,949 The Five-Minute Rule for the Cloud: Caching in Analytics Systems 2025 CIDR 4.4212006e-05
9,203 F3: The Open-Source Data File Format for the Future 2026 SIGMOD 4.3701616e-05
9,458 DPDPU: Data Processing with DPUs 2025 CIDR 4.3344018e-05
9,900 AnyBlox: A Framework for Self-Decoding Datasets 2025 VLDB 4.2539423e-05
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