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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
12407
Venue
VLDB
Year
2020
Pagerank
0.00017136828
Overall Rank
520 | 96.44%
DOI
10.14778/3415478.3415560

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 68 citing papers.

Rank Citing Paper Year Venue Pagerank
818 Amazon Redshift Re-invented 2022 SIGMOD 0.00013822916
1,138 Lakehouse: A New Generation of Open Platforms that Unify Data Warehousing and Advanced Analytics 2021 CIDR 0.00012023643
1,550 Symphony: Towards Natural Language Query Answering over Multi-modal Data Lakes 2023 CIDR 0.00010385904
1,824 Photon: A Fast Query Engine for Lakehouse Systems 2022 SIGMOD 9.6734544e-05
2,865 End-to-end Optimization of Machine Learning Prediction Queries 2022 SIGMOD 8.0180243e-05
3,585 The evolution of Amazon Redshift (extended abstract) 2021 VLDB 7.2840127e-05
3,877 An Empirical Evaluation of Columnar Storage Formats 2024 VLDB 7.0532293e-05
4,103 Exploiting Cloud Object Storage for High-Performance Analytics 2023 VLDB 6.8993506e-05
4,120 Big Metadata: When Metadata is Big Data 2021 VLDB 6.8896959e-05
4,457 Analyzing and Comparing Lakehouse Storage Systems 2023 CIDR 6.6913393e-05
4,649 BigLake: BigQuery’s Evolution toward a Multi-Cloud Lakehouse 2024 SIGMOD 6.586622e-05
4,705 Presto: A Decade of SQL Analytics at Meta 2023 SIGMOD 6.5529421e-05
4,908 Using Cloud Functions as Accelerator for Elastic Data Analytics 2023 SIGMOD 6.4488784e-05
5,097 Cloud-Native Transactions and Analytics in SingleStore 2022 SIGMOD 6.3652447e-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
5,705 Cornus: Atomic Commit for a Cloud DBMS with Storage Disaggregation 2023 VLDB 6.1145567e-05
5,983 Adaptive and Robust Query Execution for Lakehouses at Scale 2024 VLDB 6.0206841e-05
6,121 The Cosmos Big Data Platform at Microsoft: Over a Decade of Progress and a Decade to Look Forward 2021 VLDB 5.9688569e-05
6,407 Shared Foundations: Modernizing Meta's Data Lakehouse 2023 CIDR 5.8850639e-05
6,553 Containerized Execution of UDFs: An Experimental Evaluation 2022 VLDB 5.8417517e-05
6,602 Predicate Caching: Query-Driven Secondary Indexing for Cloud Data Warehouses 2024 SIGMOD 5.8246665e-05
6,939 Multi-Tenant Cloud Data Services: State-of-the-Art, Challenges and Opportunities 2022 SIGMOD 5.7338637e-05
7,072 Two Birds With One Stone: Designing a Hybrid Cloud Storage Engine for HTAP 2024 VLDB 5.7107965e-05
7,139 Selection Pushdown in Column Stores using Bit Manipulation Instructions 2023 SIGMOD 5.6932481e-05
7,285 Bullion: A Column Store for Machine Learning 2025 CIDR 5.6559604e-05
7,469 Optimizing Collections of Bloom Filters within a Space Budget 2024 VLDB 5.609743e-05
7,684 Deep Lake: a Lakehouse for Deep Learning 2023 CIDR 5.5679986e-05
7,780 Petabyte-Scale Row-Level Operations in Data Lakehouses 2024 VLDB 5.5457298e-05
8,467 LST-Bench: Benchmarking Log-Structured Tables in the Cloud 2024 SIGMOD 5.4187125e-05
8,605 Unity Catalog: Open and Universal Governance for the Lakehouse and Beyond 2025 SIGMOD 5.4028924e-05
8,682 Columnar Formats for Schemaless LSM-based Document Stores 2022 VLDB 5.3857524e-05
8,708 Extending Polaris to Support Transactions 2024 SIGMOD 5.3794896e-05
8,927 Hyperspace: The Indexing Subsystem of Azure Synapse 2021 VLDB 5.3483178e-05
8,947 Bringing Cloud-Native Storage to SAP IQ 2021 SIGMOD 5.3475158e-05
8,966 The Five-Minute Rule for the Cloud: Caching in Analytics Systems 2025 CIDR 5.3430119e-05
9,120 Making Data Engineering Declarative 2023 CIDR 5.3194157e-05
9,127 Databricks Lakeguard: Supporting Fine-grained Access Control and Multi-user Capabilities for Apache Spark Workloads 2025 SIGMOD 5.3189314e-05
9,277 F3: The Open-Source Data File Format for the Future 2026 SIGMOD 5.2937431e-05
9,378 AutoComp: Automated Data Compaction for Log-Structured Tables in Data Lakes 2025 SIGMOD 5.2755515e-05
9,385 The Hopsworks Feature Store for Machine Learning 2024 SIGMOD 5.2755515e-05
9,772 SAP HANA Cloud: Data Management for Modern Enterprise Applications 2025 SIGMOD 5.2209769e-05
9,774 Hermes: Off-the-Shelf Real-Time Transactional Analytics 2025 VLDB 5.2209769e-05
9,797 The Story of AWS Glue 2023 VLDB 5.21848e-05
9,836 Towards Functional Decomposition of Storage Formats 2025 CIDR 5.2110542e-05
10,058 TiQuE: Improving the Transactional Performance of Analytical Systems for True Hybrid Workloads 2023 VLDB 5.1664022e-05
10,066 Check Out the Big Brain on BRAD: Simplifying Cloud Data Processing with Learned Automated Data Meshes 2023 VLDB 5.1643809e-05
10,485 PTO: A Workload-driven Predictive Table Optimizer for Lakehouse Systems 2026 SIGMOD 5.093636e-05
10,526 TurboLynx: Schemaless Graph Engine Strikes Back for General-Purpose Analytics 2026 VLDB 5.093636e-05
10,536 Active Data Lakes: Regaining Physical Data Independence Without Losing Interoperability 2026 VLDB 5.093636e-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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