| 1,487 |
Photon: A Fast Query Engine for Lakehouse Systems |
2022 |
SIGMOD |
0.00010521722 |
| 2,314 |
BtrBlocks: Efficient Columnar Compression for Data Lakes |
2023 |
SIGMOD |
8.6533171e-05 |
| 3,808 |
An Empirical Evaluation of Columnar Storage Formats |
2024 |
VLDB |
7.0097354e-05 |
| 4,095 |
Distributed Deep Learning on Data Systems: A Comparative Analysis of Approaches |
2021 |
VLDB |
6.8095767e-05 |
| 4,332 |
Analyzing and Comparing Lakehouse Storage Systems |
2023 |
CIDR |
6.6587744e-05 |
| 4,635 |
A Deep Dive into Common Open Formats for Analytical DBMSs |
2023 |
VLDB |
6.4932705e-05 |
| 4,683 |
AutoSteer: Learned Query Optimization for Any SQL Database |
2023 |
VLDB |
6.4716143e-05 |
| 4,905 |
Data-Sharing Markets: Model, Protocol, and Algorithms to Incentivize the Formation of Data-Sharing Consortia |
2023 |
SIGMOD |
6.3624391e-05 |
| 5,348 |
Adaptive and Robust Query Execution for Lakehouses at Scale |
2024 |
VLDB |
6.1690434e-05 |
| 6,116 |
ConnectorX: Accelerating Data Loading From Databases to Dataframes |
2022 |
VLDB |
5.8815309e-05 |
| 6,245 |
The Cosmos Big Data Platform at Microsoft: Over a Decade of Progress and a Decade to Look Forward |
2021 |
VLDB |
5.837329e-05 |
| 6,275 |
Shared Foundations: Modernizing Meta's Data Lakehouse |
2023 |
CIDR |
5.8270783e-05 |
| 6,392 |
Selection Pushdown in Column Stores using Bit Manipulation Instructions |
2023 |
SIGMOD |
5.800848e-05 |
| 6,580 |
Deep Lake: a Lakehouse for Deep Learning |
2023 |
CIDR |
5.7445866e-05 |
| 6,920 |
Petabyte-Scale Row-Level Operations in Data Lakehouses |
2024 |
VLDB |
5.6441822e-05 |
| 7,350 |
Bullion: A Column Store for Machine Learning |
2025 |
CIDR |
5.5451228e-05 |
| 7,432 |
Cracking Vector Search Indexes |
2025 |
VLDB |
5.5292193e-05 |
| 7,582 |
Unity Catalog: Open and Universal Governance for the Lakehouse and Beyond |
2025 |
SIGMOD |
5.4910839e-05 |
| 7,996 |
Databricks Lakeguard: Supporting Fine-grained Access Control and Multi-user Capabilities for Apache Spark Workloads |
2025 |
SIGMOD |
5.4108483e-05 |
| 8,208 |
LST-Bench: Benchmarking Log-Structured Tables in the Cloud |
2024 |
SIGMOD |
5.3775598e-05 |
| 8,414 |
Workload-Aware Incremental Reclustering in Cloud Data Warehouses |
2026 |
SIGMOD |
5.3350162e-05 |
| 8,569 |
The FastLanes File Format |
2025 |
VLDB |
5.3132501e-05 |
| 8,637 |
Magnus: A Holistic Approach to Data Management for Large-Scale Machine Learning Workloads |
2025 |
VLDB |
5.2978926e-05 |
| 9,115 |
Check Out the Big Brain on BRAD: Simplifying Cloud Data Processing with Learned Automated Data Meshes |
2023 |
VLDB |
5.2271833e-05 |
| 9,196 |
Disaggregation: A New Architecture for Cloud Databases |
2025 |
VLDB |
5.2098738e-05 |
| 9,282 |
Making Data Engineering Declarative |
2023 |
CIDR |
5.2034134e-05 |
| 9,328 |
Meta's Next-generation Realtime Monitoring and Analytics Platform |
2022 |
VLDB |
5.1923392e-05 |
| 9,536 |
SAP HANA Cloud: Data Management for Modern Enterprise Applications |
2025 |
SIGMOD |
5.1631101e-05 |
| 9,549 |
GIO: Generating Efficient Matrix and Frame Readers for Custom Data Formats by Example |
2023 |
SIGMOD |
5.1599622e-05 |
| 9,684 |
The HANA Native Query Engine for Lakehouse Systems |
2025 |
VLDB |
5.1423628e-05 |
| 9,953 |
Hermes: Off-the-Shelf Real-Time Transactional Analytics |
2025 |
VLDB |
5.1038322e-05 |
| 10,022 |
Towards Functional Decomposition of Storage Formats |
2025 |
CIDR |
5.0941658e-05 |
| 10,080 |
LiquidCache: Efficient Pushdown Caching for Cloud-Native Data Analytics |
2025 |
VLDB |
5.0830849e-05 |
| 10,100 |
Adaptive data transformations for QaaS |
2025 |
CIDR |
5.0789354e-05 |
| 10,125 |
End-to-End Declarative Data Analytics: Co-designing Engines, Interfaces, and Cloud Infrastructure |
2026 |
CIDR |
5.0751052e-05 |
| 10,155 |
Photon: A High-Performance Query Engine for the Lakehouse |
2022 |
CIDR |
5.0710314e-05 |
| 10,226 |
Active Data Lakes: Regaining Physical Data Independence Without Losing Interoperability |
2026 |
VLDB |
5.0571508e-05 |
| 10,250 |
AnyBlox: A Framework for Self-Decoding Datasets |
2025 |
VLDB |
5.051964e-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 |
| 10,747 |
LakeHelm: Zero-Shot Lakehouse Advisor for Joint Engine-Format Selection and Configuration |
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 |
| 10,901 |
Overlay Bitmap Encoding for Efficient Consumption of Apache Parquet Files |
2026 |
VLDB |
4.9793485e-05 |
| 10,915 |
Reaching the Pinnacle of TPC-DS: Co-design of Architecture, Executor, and Storage in TDSQL |
2026 |
VLDB |
4.9793485e-05 |
| 10,916 |
AutoLiquid: Autonomic Data Layout Optimization for the Databricks Lakehouse |
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 |
| 10,935 |
OmniTable: A Unified Wide-Table System for Petabyte-Scale LLM Data Curation and Exploration |
2026 |
VLDB |
4.9793485e-05 |
| 10,941 |
Ultron: History-Based Query Optimization at Databricks |
2026 |
VLDB |
4.9793485e-05 |
| 10,943 |
Lakebase: Serverless Postgres over Open Lake Storage |
2026 |
VLDB |
4.9793485e-05 |