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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
0.00017856221
Overall Rank
459 | 96.92%
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 26 of 76 citing papers.

Rank Citing Paper Year Venue Pagerank
10,022 Towards Functional Decomposition of Storage Formats 2025 CIDR 5.0941658e-05
10,079 Delta Sharing: An Open Protocol for Cross-Platform Data Sharing 2025 VLDB 5.0830849e-05
10,080 LiquidCache: Efficient Pushdown Caching for Cloud-Native Data Analytics 2025 VLDB 5.0830849e-05
10,226 Active Data Lakes: Regaining Physical Data Independence Without Losing Interoperability 2026 VLDB 5.0571508e-05
10,227 TreeCat: Standalone Catalog Engine for Large Data Systems 2025 VLDB 5.0571508e-05
10,335 Zed: Leveraging Data Types to Process Eclectic Data 2023 CIDR 5.0254535e-05
10,672 PTO: A Workload-driven Predictive Table Optimizer for Lakehouse Systems 2026 SIGMOD 4.9793485e-05
10,710 TurboLynx: Schemaless Graph Engine Strikes Back for General-Purpose Analytics 2026 VLDB 4.9793485e-05
10,822 Decisionhouse: Prescriptive Analytics in the Data Stack 2026 VLDB 4.9793485e-05
10,857 Interoperable ACID Transactions for Open Table Formats 2026 VLDB 4.9793485e-05
10,886 Accelerating String-Heavy Queries with LLM Token Tables 2026 VLDB 4.9793485e-05
10,901 Overlay Bitmap Encoding for Efficient Consumption of Apache Parquet Files 2026 VLDB 4.9793485e-05
10,921 OceanBase Bacchus: A High-Performance and Scalable Cloud-Native Shared Storage Architecture for Multi-Cloud 2026 VLDB 4.9793485e-05
10,927 A Decade of Apache Spark Structured Streaming: How We Evolved The Architecture To Meet Real-World Needs 2026 VLDB 4.9793485e-05
10,935 OmniTable: A Unified Wide-Table System for Petabyte-Scale LLM Data Curation and Exploration 2026 VLDB 4.9793485e-05
11,037 Future-Proof Data Systems 2026 VLDB 4.9793485e-05
11,113 Optimizing Block Skipping for High-Dimensional Data with Learned Adaptive Curve 2025 SIGMOD 4.9793485e-05
11,243 Quantum Data Management in the NISQ Era 2025 VLDB 4.9793485e-05
11,269 LogCloud: Fast Search of Compressed Logs on Object Storage 2025 VLDB 4.9793485e-05
11,344 Towards Designing Future-Proof Data Processing Systems 2025 VLDB 4.9793485e-05
11,374 Cloudy With a Chance of JSON 2025 VLDB 4.9793485e-05
11,383 Ursa: A Lakehouse-Native Data Streaming Engine for Kafka 2025 VLDB 4.9793485e-05
11,394 GraphAr: An Efficient Storage Scheme for Graph Data in Data Lakes 2025 VLDB 4.9793485e-05
11,512 Determining the Largest Overlap between Tables 2024 SIGMOD 4.9793485e-05
11,601 Partition, Don’t Sort! Compression Boosters for Cloud Data Ingestion Pipelines 2024 VLDB 4.9793485e-05
11,606 KGFabric: A Scalable Knowledge Graph Warehouse for Enterprise Data Interconnection 2024 VLDB 4.9793485e-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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