| 1,487 |
Photon: A Fast Query Engine for Lakehouse Systems |
2022 |
SIGMOD |
0.00010516813 |
| 2,317 |
BtrBlocks: Efficient Columnar Compression for Data Lakes |
2023 |
SIGMOD |
8.6492924e-05 |
| 3,810 |
An Empirical Evaluation of Columnar Storage Formats |
2024 |
VLDB |
7.0064171e-05 |
| 4,097 |
Distributed Deep Learning on Data Systems: A Comparative Analysis of Approaches |
2021 |
VLDB |
6.8064316e-05 |
| 4,332 |
Analyzing and Comparing Lakehouse Storage Systems |
2023 |
CIDR |
6.6556222e-05 |
| 4,638 |
A Deep Dive into Common Open Formats for Analytical DBMSs |
2023 |
VLDB |
6.4901967e-05 |
| 4,677 |
AutoSteer: Learned Query Optimization for Any SQL Database |
2023 |
VLDB |
6.4721041e-05 |
| 4,906 |
Data-Sharing Markets: Model, Protocol, and Algorithms to Incentivize the Formation of Data-Sharing Consortia |
2023 |
SIGMOD |
6.3594272e-05 |
| 5,354 |
Adaptive and Robust Query Execution for Lakehouses at Scale |
2024 |
VLDB |
6.1661231e-05 |
| 6,117 |
ConnectorX: Accelerating Data Loading From Databases to Dataframes |
2022 |
VLDB |
5.8787466e-05 |
| 6,248 |
The Cosmos Big Data Platform at Microsoft: Over a Decade of Progress and a Decade to Look Forward |
2021 |
VLDB |
5.8345657e-05 |
| 6,278 |
Shared Foundations: Modernizing Meta's Data Lakehouse |
2023 |
CIDR |
5.8243198e-05 |
| 6,395 |
Selection Pushdown in Column Stores using Bit Manipulation Instructions |
2023 |
SIGMOD |
5.7981019e-05 |
| 6,583 |
Deep Lake: a Lakehouse for Deep Learning |
2023 |
CIDR |
5.7418672e-05 |
| 6,922 |
Petabyte-Scale Row-Level Operations in Data Lakehouses |
2024 |
VLDB |
5.6415103e-05 |
| 7,353 |
Bullion: A Column Store for Machine Learning |
2025 |
CIDR |
5.5424978e-05 |
| 7,435 |
Cracking Vector Search Indexes |
2025 |
VLDB |
5.5266018e-05 |
| 7,588 |
Unity Catalog: Open and Universal Governance for the Lakehouse and Beyond |
2025 |
SIGMOD |
5.4884845e-05 |
| 8,001 |
Databricks Lakeguard: Supporting Fine-grained Access Control and Multi-user Capabilities for Apache Spark Workloads |
2025 |
SIGMOD |
5.4082868e-05 |
| 8,215 |
LST-Bench: Benchmarking Log-Structured Tables in the Cloud |
2024 |
SIGMOD |
5.3750141e-05 |
| 8,423 |
Workload-Aware Incremental Reclustering in Cloud Data Warehouses |
2026 |
SIGMOD |
5.3324907e-05 |
| 8,577 |
The FastLanes File Format |
2025 |
VLDB |
5.3107348e-05 |
| 8,646 |
Magnus: A Holistic Approach to Data Management for Large-Scale Machine Learning Workloads |
2025 |
VLDB |
5.2953847e-05 |
| 9,124 |
Check Out the Big Brain on BRAD: Simplifying Cloud Data Processing with Learned Automated Data Meshes |
2023 |
VLDB |
5.2247088e-05 |
| 9,205 |
Disaggregation: A New Architecture for Cloud Databases |
2025 |
VLDB |
5.2074076e-05 |
| 9,291 |
Making Data Engineering Declarative |
2023 |
CIDR |
5.2009502e-05 |
| 9,337 |
Meta's Next-generation Realtime Monitoring and Analytics Platform |
2022 |
VLDB |
5.1898812e-05 |
| 9,544 |
SAP HANA Cloud: Data Management for Modern Enterprise Applications |
2025 |
SIGMOD |
5.160666e-05 |
| 9,545 |
GIO: Generating Efficient Matrix and Frame Readers for Custom Data Formats by Example |
2023 |
SIGMOD |
5.1600923e-05 |
| 9,690 |
The HANA Native Query Engine for Lakehouse Systems |
2025 |
VLDB |
5.1399285e-05 |
| 9,961 |
Hermes: Off-the-Shelf Real-Time Transactional Analytics |
2025 |
VLDB |
5.1014161e-05 |
| 10,027 |
Towards Functional Decomposition of Storage Formats |
2025 |
CIDR |
5.0917543e-05 |
| 10,085 |
LiquidCache: Efficient Pushdown Caching for Cloud-Native Data Analytics |
2025 |
VLDB |
5.0806786e-05 |
| 10,104 |
Adaptive data transformations for QaaS |
2025 |
CIDR |
5.0765311e-05 |
| 10,129 |
End-to-End Declarative Data Analytics: Co-designing Engines, Interfaces, and Cloud Infrastructure |
2026 |
CIDR |
5.0727027e-05 |
| 10,159 |
Photon: A High-Performance Query Engine for the Lakehouse |
2022 |
CIDR |
5.0686309e-05 |
| 10,232 |
Active Data Lakes: Regaining Physical Data Independence Without Losing Interoperability |
2026 |
VLDB |
5.0547568e-05 |
| 10,256 |
AnyBlox: A Framework for Self-Decoding Datasets |
2025 |
VLDB |
5.0495724e-05 |
| 10,342 |
Zed: Leveraging Data Types to Process Eclectic Data |
2023 |
CIDR |
5.0230745e-05 |
| 10,683 |
PTO: A Workload-driven Predictive Table Optimizer for Lakehouse Systems |
2026 |
SIGMOD |
4.9769913e-05 |
| 10,757 |
LakeHelm: Zero-Shot Lakehouse Advisor for Joint Engine-Format Selection and Configuration |
2026 |
VLDB |
4.9769913e-05 |
| 10,832 |
Decisionhouse: Prescriptive Analytics in the Data Stack |
2026 |
VLDB |
4.9769913e-05 |
| 10,866 |
Interoperable ACID Transactions for Open Table Formats |
2026 |
VLDB |
4.9769913e-05 |
| 10,910 |
Overlay Bitmap Encoding for Efficient Consumption of Apache Parquet Files |
2026 |
VLDB |
4.9769913e-05 |
| 10,924 |
Reaching the Pinnacle of TPC-DS: Co-design of Architecture, Executor, and Storage in TDSQL |
2026 |
VLDB |
4.9769913e-05 |
| 10,925 |
AutoLiquid: Autonomic Data Layout Optimization for the Databricks Lakehouse |
2026 |
VLDB |
4.9769913e-05 |
| 10,930 |
OceanBase Bacchus: A High-Performance and Scalable Cloud-Native Shared Storage Architecture for Multi-Cloud |
2026 |
VLDB |
4.9769913e-05 |
| 10,944 |
OmniTable: A Unified Wide-Table System for Petabyte-Scale LLM Data Curation and Exploration |
2026 |
VLDB |
4.9769913e-05 |
| 10,950 |
Ultron: History-Based Query Optimization at Databricks |
2026 |
VLDB |
4.9769913e-05 |
| 10,952 |
Lakebase: Serverless Postgres over Open Lake Storage |
2026 |
VLDB |
4.9769913e-05 |