| 23 |
Spark SQL: Relational Data Processing in Spark |
2015 |
SIGMOD |
219 |
0.00055384955 |
| 271 |
NoScope: Optimizing Neural Network Queries over Video at Scale |
2017 |
VLDB |
60 |
0.0002256866 |
| 432 |
Shark: SQL and Rich Analytics at Scale |
2013 |
SIGMOD |
54 |
0.00018331051 |
| 460 |
Delta Lake: High-Performance ACID Table Storage over Cloud Object Stores |
2020 |
VLDB |
76 |
0.00017850215 |
| 541 |
BlazeIt: Optimizing Declarative Aggregation and Limit Queries for Neural Network-Based Video Analytics |
2020 |
VLDB |
57 |
0.00016663833 |
| 950 |
Lakehouse: A New Generation of Open Platforms that Unify Data Warehousing and Advanced Analytics |
2021 |
CIDR |
56 |
0.00012889569 |
| 1,123 |
Structured Streaming: A Declarative API for Real-Time Applications in Apache Spark |
2018 |
SIGMOD |
39 |
0.00011926683 |
| 1,193 |
Weld: A Common Runtime for High Performance Data Analytics |
2017 |
CIDR |
39 |
0.00011582619 |
| 1,225 |
ACORN: Performant and Predicate-Agnostic Search Over Vector Embeddings and Structured Data |
2024 |
SIGMOD |
41 |
0.00011447937 |
| 1,473 |
Voodoo - A Vector Algebra for Portable Database Performance on Modern Hardware |
2016 |
VLDB |
37 |
0.00010552993 |
| 1,487 |
Photon: A Fast Query Engine for Lakehouse Systems |
2022 |
SIGMOD |
37 |
0.00010516813 |
| 1,617 |
Challenges and Opportunities in DNN-Based Video Analytics: A Demonstration of the BlazeIt Video Query Engine |
2019 |
CIDR |
12 |
0.00010054224 |
| 1,692 |
MISTIQUE: A System to Store and Query Model Intermediates for Model Diagnosis |
2018 |
SIGMOD |
28 |
9.8526476e-05 |
| 2,162 |
DIFF: A Relational Interface for Large-Scale Data Explanation |
2019 |
VLDB |
19 |
8.9344773e-05 |
| 2,233 |
Shark: Fast Data Analysis Using Coarse-grained Distributed Memory |
2012 |
SIGMOD |
12 |
8.7921042e-05 |
| 2,251 |
Evaluating End-to-End Optimization for Data Analytics Applications in Weld |
2018 |
VLDB |
26 |
8.750953e-05 |
| 2,348 |
Filter Before You Parse: Faster Analytics on Raw Data with Sparser |
2018 |
VLDB |
18 |
8.5972138e-05 |
| 2,592 |
Text2SQL is Not Enough: Unifying AI and Databases with TAG |
2025 |
CIDR |
13 |
8.243678e-05 |
| 2,773 |
Approximate Selection with Guarantees using Proxies |
2020 |
VLDB |
25 |
8.0318294e-05 |
| 2,909 |
Semantic Operators and Their Optimization: Enabling LLM-Based Data Processing with Accuracy Guarantees in LOTUS |
2025 |
VLDB |
13 |
7.8705905e-05 |
| 3,220 |
Jointly Optimizing Preprocessing and Inference for DNN-based Visual Analytics |
2021 |
VLDB |
15 |
7.5172795e-05 |
| 3,401 |
A Demonstration of Willump: A Statistically-Aware End-to-end Optimizer for Machine Learning Inference |
2020 |
VLDB |
8 |
7.3294462e-05 |
| 3,455 |
Scaling Spark in the Real World: Performance and Usability |
2015 |
VLDB |
9 |
7.2850317e-05 |
| 3,464 |
DBOS: A DBMS-oriented Operating System |
2022 |
VLDB |
16 |
7.2788609e-05 |
| 3,640 |
TASTI: Semantic Indexes for Machine Learning-based Queries over Unstructured Data |
2022 |
SIGMOD |
16 |
7.1410511e-05 |
| 3,756 |
Accelerating Approximate Aggregation Queries with Expensive Predicates |
2021 |
VLDB |
22 |
7.0456217e-05 |
| 3,780 |
Optimizing Video Analytics with Declarative Model Relationships |
2023 |
VLDB |
11 |
7.0225859e-05 |
| 4,273 |
VIVA: An End-to-End System for Interactive Video Analytics |
2022 |
CIDR |
9 |
6.6895276e-05 |
| 4,332 |
Analyzing and Comparing Lakehouse Storage Systems |
2023 |
CIDR |
12 |
6.6556222e-05 |
| 5,340 |
Supporting Our AI Overlords: Redesigning Data Systems to be Agent-First |
2026 |
CIDR |
3 |
6.1719029e-05 |
| 5,354 |
Adaptive and Robust Query Execution for Lakehouses at Scale |
2024 |
VLDB |
14 |
6.1661231e-05 |
| 6,554 |
Finding Label and Model Errors in Perception Data With Learned Observation Assertions |
2022 |
SIGMOD |
2 |
5.7473435e-05 |
| 6,978 |
SparkR: Scaling R Programs with Spark |
2016 |
SIGMOD |
6 |
5.6272603e-05 |
| 7,360 |
Parallelism-Optimizing Data Placement for Faster Data-Parallel Computations |
2023 |
VLDB |
3 |
5.540966e-05 |
| 7,398 |
Accelerating Aggregation Queries on Unstructured Streams of Data |
2023 |
VLDB |
10 |
5.5342864e-05 |
| 7,516 |
Epoxy: ACID Transactions Across Diverse Data Stores |
2023 |
VLDB |
7 |
5.5028641e-05 |
| 7,588 |
Unity Catalog: Open and Universal Governance for the Lakehouse and Beyond |
2025 |
SIGMOD |
5 |
5.4884845e-05 |
| 7,732 |
A Progress Report on DBOS: A Database-oriented Operating System |
2022 |
CIDR |
5 |
5.4637552e-05 |
| 8,001 |
Databricks Lakeguard: Supporting Fine-grained Access Control and Multi-user Capabilities for Apache Spark Workloads |
2025 |
SIGMOD |
4 |
5.4082868e-05 |
| 8,699 |
Challenges and Opportunities for Autonomous Vehicle Query Systems |
2021 |
CIDR |
3 |
5.2880532e-05 |
| 8,872 |
Transactions Make Debugging Easy |
2023 |
CIDR |
3 |
5.2597749e-05 |
| 9,360 |
Bringing the Operational and Analytical Worlds Together with Lakebase |
2025 |
VLDB |
2 |
5.1863409e-05 |
| 9,985 |
Introduction to Spark 2.0 for Database Researchers |
2016 |
SIGMOD |
1 |
5.0989958e-05 |
| 10,084 |
Delta Sharing: An Open Protocol for Cross-Platform Data Sharing |
2025 |
VLDB |
1 |
5.0806786e-05 |
| 10,952 |
Lakebase: Serverless Postgres over Open Lake Storage |
2026 |
VLDB |
0 |
4.9769913e-05 |
| 11,772 |
R3: Record-Replay-Retroaction for Database-Backed Applications |
2023 |
VLDB |
2 |
4.9769913e-05 |
| 13,629 |
Blink Twice - Automatic Workload Pinning and Regression Detection for Versionless Apache Spark using Retries |
2025 |
SIGMOD |
0 |
- |
| 13,749 |
Cloud Data Systems: What are the Opportunities for the Database Research Community? |
2022 |
VLDB |
0 |
- |
| 13,790 |
Designing Production-Friendly Machine Learning |
2021 |
VLDB |
0 |
- |