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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
14211
Venue
VLDB
Year
2025
Pagerank
4.1945683e-05
Overall Rank
10,854 | 24.50%
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 0.00036538405
210 Gorilla: A Fast, Scalable, In-Memory Time Series Database 2015 VLDB 0.0003404384
746 Delta Lake: High-Performance ACID Table Storage over Cloud Object Stores 2020 VLDB 0.00017326979
939 Data Lake Management: Challenges and Opportunities 2019 VLDB 0.00015187344
1,338 Query Processing on Smart SSDs: Opportunities and Challenges 2013 SIGMOD 0.00012493384
1,377 Lakehouse: A New Generation of Open Platforms that Unify Data Warehousing and Advanced Analytics 2021 CIDR 0.00012296941
2,062 Dremel: A Decade of Interactive SQL Analysis at Web Scale 2020 VLDB 9.6481955e-05
2,064 Chimp: Efficient Lossless Floating Point Compression for Time Series Databases 2022 VLDB 9.6418929e-05
2,473 Photon: A Fast Query Engine for Lakehouse Systems 2022 SIGMOD 8.7237281e-05
2,528 Velox: Meta’s Unified Execution Engine 2022 VLDB 8.59454e-05
2,613 Decomposed Bounded Floats for Fast Compression and Queries 2021 VLDB 8.4503824e-05
3,178 Why TPC Is Not Enough: An Analysis of the Amazon Redshift Fleet 2024 VLDB 7.4325992e-05
3,644 BtrBlocks: Efficient Columnar Compression for Data Lakes 2023 SIGMOD 6.8854928e-05
3,841 Farview: Disaggregated Memory with Operator Off-loading for Database Engines 2022 CIDR 6.7103563e-05
4,392 Elf: Erasing-based Lossless Floating-Point Compression 2023 VLDB 6.2257087e-05
4,495 ClickHouse - Lightning Fast Analytics for Everyone 2024 VLDB 6.1410277e-05
4,507 ALP: Adaptive Lossless floating-Point Compression 2023 SIGMOD 6.131017e-05
4,514 An Empirical Evaluation of Columnar Storage Formats 2024 VLDB 6.1204636e-05
4,518 The FastLanes Compression Layout: Decoding >100 Billion Integers per Second with Scalar Code 2023 VLDB 6.117844e-05
4,667 FlexPushdownDB: Hybrid Pushdown and Caching in a Cloud DBMS 2021 VLDB 6.0116919e-05
4,670 Napa: Powering Scalable Data Warehousing with Robust Query Performance at Google 2021 VLDB 6.0104466e-05
4,870 Exploiting Cloud Object Storage for High-Performance Analytics 2023 VLDB 5.8613885e-05
5,301 ReCache: Reactive Caching for Fast Analytics over Heterogeneous Data 2018 VLDB 5.5790928e-05
5,531 Presto: A Decade of SQL Analytics at Meta 2023 SIGMOD 5.4549499e-05
5,562 A Deep Dive into Common Open Formats for Analytical DBMSs 2023 VLDB 5.4331334e-05
5,864 Redy: Remote Dynamic Memory Cache 2022 VLDB 5.2975079e-05
6,149 Crystal: A Unified Cache Storage System for Analytical Databases 2021 VLDB 5.1847534e-05
6,340 Apache Arrow DataFusion: A Fast, Embeddable, Modular Analytic Query Engine 2024 SIGMOD 5.1051018e-05
7,427 Selection Pushdown in Column Stores using Bit Manipulation Instructions 2023 SIGMOD 4.7327406e-05
8,428 Towards Buffer Management with Tiered Main Memory 2024 SIGMOD 4.5158105e-05
8,645 Predicate Pushdown for Data Science Pipelines 2023 SIGMOD 4.4772518e-05
8,698 Everything You Always Wanted to Know About Storage Compressibility of Pre-Trained ML Models but Were Afraid to Ask 2024 VLDB 4.4657846e-05
8,945 The Five-Minute Rule for the Cloud: Caching in Analytics Systems 2025 CIDR 4.4254423e-05
9,201 F3: The Open-Source Data File Format for the Future 2026 SIGMOD 4.3743539e-05
9,456 DPDPU: Data Processing with DPUs 2025 CIDR 4.3385595e-05
9,901 AnyBlox: A Framework for Self-Decoding Datasets 2025 VLDB 4.258022e-05
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