| 23 |
Spark SQL: Relational Data Processing in Spark |
2015 |
SIGMOD |
0.00055406774 |
| 271 |
NoScope: Optimizing Neural Network Queries over Video at Scale |
2017 |
VLDB |
0.00022560564 |
| 432 |
Shark: SQL and Rich Analytics at Scale |
2013 |
SIGMOD |
0.00018339357 |
| 459 |
Delta Lake: High-Performance ACID Table Storage over Cloud Object Stores |
2020 |
VLDB |
0.00017856221 |
| 541 |
BlazeIt: Optimizing Declarative Aggregation and Limit Queries for Neural Network-Based Video Analytics |
2020 |
VLDB |
0.00016657685 |
| 950 |
Lakehouse: A New Generation of Open Platforms that Unify Data Warehousing and Advanced Analytics |
2021 |
CIDR |
0.00012895553 |
| 1,123 |
Structured Streaming: A Declarative API for Real-Time Applications in Apache Spark |
2018 |
SIGMOD |
0.0001193233 |
| 1,193 |
Weld: A Common Runtime for High Performance Data Analytics |
2017 |
CIDR |
0.0001158809 |
| 1,225 |
ACORN: Performant and Predicate-Agnostic Search Over Vector Embeddings and Structured Data |
2024 |
SIGMOD |
0.00011444398 |
| 1,473 |
Voodoo - A Vector Algebra for Portable Database Performance on Modern Hardware |
2016 |
VLDB |
0.00010557973 |
| 1,487 |
Photon: A Fast Query Engine for Lakehouse Systems |
2022 |
SIGMOD |
0.00010521722 |
| 1,617 |
Challenges and Opportunities in DNN-Based Video Analytics: A Demonstration of the BlazeIt Video Query Engine |
2019 |
CIDR |
0.00010057464 |
| 1,691 |
MISTIQUE: A System to Store and Query Model Intermediates for Model Diagnosis |
2018 |
SIGMOD |
9.8570722e-05 |
| 2,160 |
DIFF: A Relational Interface for Large-Scale Data Explanation |
2019 |
VLDB |
8.9364035e-05 |
| 2,232 |
Shark: Fast Data Analysis Using Coarse-grained Distributed Memory |
2012 |
SIGMOD |
8.7960223e-05 |
| 2,249 |
Evaluating End-to-End Optimization for Data Analytics Applications in Weld |
2018 |
VLDB |
8.7549752e-05 |
| 2,347 |
Filter Before You Parse: Faster Analytics on Raw Data with Sparser |
2018 |
VLDB |
8.6012176e-05 |
| 2,606 |
Text2SQL is Not Enough: Unifying AI and Databases with TAG |
2025 |
CIDR |
8.2295646e-05 |
| 2,776 |
Approximate Selection with Guarantees using Proxies |
2020 |
VLDB |
8.0309448e-05 |
| 2,982 |
Semantic Operators and Their Optimization: Enabling LLM-Based Data Processing with Accuracy Guarantees in LOTUS |
2025 |
VLDB |
7.7845174e-05 |
| 3,219 |
Jointly Optimizing Preprocessing and Inference for DNN-based Visual Analytics |
2021 |
VLDB |
7.5207996e-05 |
| 3,401 |
A Demonstration of Willump: A Statistically-Aware End-to-end Optimizer for Machine Learning Inference |
2020 |
VLDB |
7.332823e-05 |
| 3,455 |
Scaling Spark in the Real World: Performance and Usability |
2015 |
VLDB |
7.2884813e-05 |
| 3,463 |
DBOS: A DBMS-oriented Operating System |
2022 |
VLDB |
7.2821994e-05 |
| 3,650 |
TASTI: Semantic Indexes for Machine Learning-based Queries over Unstructured Data |
2022 |
SIGMOD |
7.1341771e-05 |
| 3,778 |
Optimizing Video Analytics with Declarative Model Relationships |
2023 |
VLDB |
7.0259119e-05 |
| 3,874 |
Accelerating Approximate Aggregation Queries with Expensive Predicates |
2021 |
VLDB |
6.953738e-05 |
| 4,287 |
VIVA: An End-to-End System for Interactive Video Analytics |
2022 |
CIDR |
6.6869736e-05 |
| 4,332 |
Analyzing and Comparing Lakehouse Storage Systems |
2023 |
CIDR |
6.6587744e-05 |
| 5,348 |
Adaptive and Robust Query Execution for Lakehouses at Scale |
2024 |
VLDB |
6.1690434e-05 |
| 5,391 |
Supporting Our AI Overlords: Redesigning Data Systems to be Agent-First |
2026 |
CIDR |
6.1504174e-05 |
| 6,552 |
Finding Label and Model Errors in Perception Data With Learned Observation Assertions |
2022 |
SIGMOD |
5.750057e-05 |
| 6,987 |
SparkR: Scaling R Programs with Spark |
2016 |
SIGMOD |
5.6283496e-05 |
| 7,356 |
Parallelism-Optimizing Data Placement for Faster Data-Parallel Computations |
2023 |
VLDB |
5.5435902e-05 |
| 7,511 |
Epoxy: ACID Transactions Across Diverse Data Stores |
2023 |
VLDB |
5.5054703e-05 |
| 7,582 |
Unity Catalog: Open and Universal Governance for the Lakehouse and Beyond |
2025 |
SIGMOD |
5.4910839e-05 |
| 7,726 |
A Progress Report on DBOS: A Database-oriented Operating System |
2022 |
CIDR |
5.4663429e-05 |
| 7,801 |
Accelerating Aggregation Queries on Unstructured Streams of Data |
2023 |
VLDB |
5.4507311e-05 |
| 7,996 |
Databricks Lakeguard: Supporting Fine-grained Access Control and Multi-user Capabilities for Apache Spark Workloads |
2025 |
SIGMOD |
5.4108483e-05 |
| 8,691 |
Challenges and Opportunities for Autonomous Vehicle Query Systems |
2021 |
CIDR |
5.2905577e-05 |
| 8,863 |
Transactions Make Debugging Easy |
2023 |
CIDR |
5.262266e-05 |
| 9,352 |
Bringing the Operational and Analytical Worlds Together with Lakebase |
2025 |
VLDB |
5.1887972e-05 |
| 9,988 |
Introduction to Spark 2.0 for Database Researchers |
2016 |
SIGMOD |
5.0998353e-05 |
| 10,079 |
Delta Sharing: An Open Protocol for Cross-Platform Data Sharing |
2025 |
VLDB |
5.0830849e-05 |
| 10,943 |
Lakebase: Serverless Postgres over Open Lake Storage |
2026 |
VLDB |
4.9793485e-05 |
| 11,766 |
R3: Record-Replay-Retroaction for Database-Backed Applications |
2023 |
VLDB |
4.9793485e-05 |
| 13,623 |
Blink Twice - Automatic Workload Pinning and Regression Detection for Versionless Apache Spark using Retries |
2025 |
SIGMOD |
- |
| 13,744 |
Cloud Data Systems: What are the Opportunities for the Database Research Community? |
2022 |
VLDB |
- |
| 13,785 |
Designing Production-Friendly Machine Learning |
2021 |
VLDB |
- |