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Delta Lake: High-Performance ACID Table Storage over Cloud Object Stores

Summary: Delta Lake provides ACID on cloud object stores via a compacted Parquet log, enabling time travel and fast metadata. Upserts, data-layout, caching, audit logs, and cross-engine access (Spark/Hive/Presto/Redshift) enable ecosystem-wide analytics. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
hc643c441c2bcd6eb
Venue
VLDB
Year
2020
Pagerank
0.00017825062
Overall Rank
462 | 96.91%
DOI
10.14778/3415478.3415560
PDF
Download (CC BY-NC-ND 4.0)

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@article{armbrust_vldb20,
        title = {{Delta Lake: High-Performance ACID Table Storage over Cloud Object Stores}},
        author = {Armbrust, Michael and Das, Tathagata and Sun, Liwen and Yavuz, Burak and Zhu, Shixiong and Murthy, Mukul and Torres, Joseph and van Hovell, Herman and Ionescu, Adrian and Łuszczak, Alicja and Świtakowski, Michał and Szafrański, Michał and Li, Xiao and Ueshin, Takuya and Mokhtar, Mostafa and Boncz, Peter and Ghodsi, Ali and Paranjpye, Sameer and Senster, Pieter and Xin, Reynold and Zaharia, Matei},
        journal = {PVLDB},
        series = {{VLDB} '20},
        volume = {13},
        number = {12},
        pages = {3411--3424},
        doi = {10.14778/3415478.3415560},
        url = {https://doi.org/10.14778/3415478.3415560},
        year = {2020}
}

Incoming Citations (Sorted by Pagerank)

Showing 50 of 76 citing papers.

Rank Citing Paper Year Venue Pagerank
651 Amazon Redshift Re-invented 2022 SIGMOD 0.00015126716
955 Lakehouse: A New Generation of Open Platforms that Unify Data Warehousing and Advanced Analytics 2021 CIDR 0.00012856295
1,358 Symphony: Towards Natural Language Query Answering over Multi-modal Data Lakes 2023 CIDR 0.00010902306
1,488 Photon: A Fast Query Engine for Lakehouse Systems 2022 SIGMOD 0.00010487094
2,672 End-to-end Optimization of Machine Learning Prediction Queries 2022 SIGMOD 8.1301225e-05
3,649 The evolution of Amazon Redshift (extended abstract) 2021 VLDB 7.1172165e-05
3,809 An Empirical Evaluation of Columnar Storage Formats 2024 VLDB 6.9890843e-05
3,847 Presto: A Decade of SQL Analytics at Meta 2023 SIGMOD 6.9668258e-05
3,941 Big Metadata: When Metadata is Big Data 2021 VLDB 6.8939123e-05
4,058 Exploiting Cloud Object Storage for High-Performance Analytics 2023 VLDB 6.8134824e-05
4,095 Apache Arrow DataFusion: A Fast, Embeddable, Modular Analytic Query Engine 2024 SIGMOD 6.7952274e-05
4,346 Analyzing and Comparing Lakehouse Storage Systems 2023 CIDR 6.6386388e-05
4,546 BigLake: BigQuery’s Evolution toward a Multi-Cloud Lakehouse 2024 SIGMOD 6.5341042e-05
4,763 Cloud-Native Transactions and Analytics in SingleStore 2022 SIGMOD 6.4172712e-05
4,999 Using Cloud Functions as Accelerator for Elastic Data Analytics 2023 SIGMOD 6.3086259e-05
5,210 Crystal: A Unified Cache Storage System for Analytical Databases 2021 VLDB 6.2142008e-05
5,367 Adaptive and Robust Query Execution for Lakehouses at Scale 2024 VLDB 6.1462017e-05
5,821 Cornus: Atomic Commit for a Cloud DBMS with Storage Disaggregation 2023 VLDB 5.9660099e-05
6,250 Predicate Caching: Query-Driven Secondary Indexing for Cloud Data Warehouses 2024 SIGMOD 5.818039e-05
6,260 The Cosmos Big Data Platform at Microsoft: Over a Decade of Progress and a Decade to Look Forward 2021 VLDB 5.815273e-05
6,290 Shared Foundations: Modernizing Meta's Data Lakehouse 2023 CIDR 5.8051881e-05
6,400 Selection Pushdown in Column Stores using Bit Manipulation Instructions 2023 SIGMOD 5.7811299e-05
6,428 Containerized Execution of UDFs: An Experimental Evaluation 2022 VLDB 5.7709339e-05
6,592 Deep Lake: a Lakehouse for Deep Learning 2023 CIDR 5.722881e-05
6,768 Multi-Tenant Cloud Data Services: State-of-the-Art, Challenges and Opportunities 2022 SIGMOD 5.6693759e-05
6,942 Petabyte-Scale Row-Level Operations in Data Lakehouses 2024 VLDB 5.622856e-05
6,994 Two Birds With One Stone: Designing a Hybrid Cloud Storage Engine for HTAP 2024 VLDB 5.6094434e-05
7,369 Bullion: A Column Store for Machine Learning 2025 CIDR 5.5261972e-05
7,383 Optimizing Collections of Bloom Filters within a Space Budget 2024 VLDB 5.5222465e-05
7,566 The Hopsworks Feature Store for Machine Learning 2024 SIGMOD 5.4776122e-05
7,605 Unity Catalog: Open and Universal Governance for the Lakehouse and Beyond 2025 SIGMOD 5.4703362e-05
8,018 Databricks Lakeguard: Supporting Fine-grained Access Control and Multi-user Capabilities for Apache Spark Workloads 2025 SIGMOD 5.3904037e-05
8,232 LST-Bench: Benchmarking Log-Structured Tables in the Cloud 2024 SIGMOD 5.357241e-05
8,578 F3: The Open-Source Data File Format for the Future 2026 SIGMOD 5.2966191e-05
8,665 Magnus: A Holistic Approach to Data Management for Large-Scale Machine Learning Workloads 2025 VLDB 5.2778748e-05
8,809 Extending Polaris to Support Transactions 2024 SIGMOD 5.2574524e-05
8,868 Columnar Formats for Schemaless LSM-based Document Stores 2022 VLDB 5.2467001e-05
9,050 AutoComp: Automated Data Compaction for Log-Structured Tables in Data Lakes 2025 SIGMOD 5.2152045e-05
9,067 Bringing Cloud-Native Storage to SAP IQ 2021 SIGMOD 5.2134185e-05
9,117 Hyperspace: The Indexing Subsystem of Azure Synapse 2021 VLDB 5.208561e-05
9,143 Check Out the Big Brain on BRAD: Simplifying Cloud Data Processing with Learned Automated Data Meshes 2023 VLDB 5.2074327e-05
9,165 The Five-Minute Rule for the Cloud: Caching in Analytics Systems 2025 CIDR 5.2033937e-05
9,228 Disaggregation: A New Architecture for Cloud Databases 2025 VLDB 5.1901886e-05
9,314 Making Data Engineering Declarative 2023 CIDR 5.1837526e-05
9,570 SAP HANA Cloud: Data Management for Modern Enterprise Applications 2025 SIGMOD 5.1436016e-05
9,650 Hermes: Off-the-Shelf Real-Time Transactional Analytics 2025 VLDB 5.1322451e-05
9,719 The HANA Native Query Engine for Lakehouse Systems 2025 VLDB 5.1229327e-05
9,830 TiQuE: Improving the Transactional Performance of Analytical Systems for True Hybrid Workloads 2023 VLDB 5.1065586e-05
9,984 The Story of AWS Glue 2023 VLDB 5.0855508e-05
10,040 cedar: Optimized and Unified Machine Learning Input Data Pipelines 2025 VLDB 5.0786422e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 9 of 9 cited papers.

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

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