| 23 |
Spark SQL: Relational Data Processing in Spark |
2015 |
SIGMOD |
221 |
0.00055523999 |
| 273 |
NoScope: Optimizing Neural Network Queries over Video at Scale |
2017 |
VLDB |
60 |
0.00022518449 |
| 436 |
Shark: SQL and Rich Analytics at Scale |
2013 |
SIGMOD |
54 |
0.00018274105 |
| 462 |
Delta Lake: High-Performance ACID Table Storage over Cloud Object Stores |
2020 |
VLDB |
76 |
0.00017825062 |
| 541 |
BlazeIt: Optimizing Declarative Aggregation and Limit Queries for Neural Network-Based Video Analytics |
2020 |
VLDB |
57 |
0.00016627384 |
| 955 |
Lakehouse: A New Generation of Open Platforms that Unify Data Warehousing and Advanced Analytics |
2021 |
CIDR |
56 |
0.00012856295 |
| 1,128 |
Structured Streaming: A Declarative API for Real-Time Applications in Apache Spark |
2018 |
SIGMOD |
39 |
0.00011887295 |
| 1,197 |
Weld: A Common Runtime for High Performance Data Analytics |
2017 |
CIDR |
39 |
0.00011548039 |
| 1,229 |
ACORN: Performant and Predicate-Agnostic Search Over Vector Embeddings and Structured Data |
2024 |
SIGMOD |
41 |
0.00011420277 |
| 1,475 |
Voodoo - A Vector Algebra for Portable Database Performance on Modern Hardware |
2016 |
VLDB |
37 |
0.00010525713 |
| 1,488 |
Photon: A Fast Query Engine for Lakehouse Systems |
2022 |
SIGMOD |
37 |
0.00010487094 |
| 1,626 |
Challenges and Opportunities in DNN-Based Video Analytics: A Demonstration of the BlazeIt Video Query Engine |
2019 |
CIDR |
12 |
0.00010023166 |
| 1,699 |
MISTIQUE: A System to Store and Query Model Intermediates for Model Diagnosis |
2018 |
SIGMOD |
28 |
9.8230859e-05 |
| 2,167 |
DIFF: A Relational Interface for Large-Scale Data Explanation |
2019 |
VLDB |
19 |
8.9166414e-05 |
| 2,244 |
Shark: Fast Data Analysis Using Coarse-grained Distributed Memory |
2012 |
SIGMOD |
12 |
8.7648296e-05 |
| 2,258 |
Evaluating End-to-End Optimization for Data Analytics Applications in Weld |
2018 |
VLDB |
26 |
8.7387151e-05 |
| 2,356 |
Filter Before You Parse: Faster Analytics on Raw Data with Sparser |
2018 |
VLDB |
18 |
8.5715425e-05 |
| 2,591 |
Text2SQL is Not Enough: Unifying AI and Databases with TAG |
2025 |
CIDR |
13 |
8.2338128e-05 |
| 2,611 |
Semantic Operators and Their Optimization: Enabling LLM-Based Data Processing with Accuracy Guarantees in LOTUS |
2025 |
VLDB |
15 |
8.2027761e-05 |
| 2,777 |
Approximate Selection with Guarantees using Proxies |
2020 |
VLDB |
25 |
8.0101016e-05 |
| 3,224 |
Jointly Optimizing Preprocessing and Inference for DNN-based Visual Analytics |
2021 |
VLDB |
15 |
7.503511e-05 |
| 3,415 |
A Demonstration of Willump: A Statistically-Aware End-to-end Optimizer for Machine Learning Inference |
2020 |
VLDB |
8 |
7.3054307e-05 |
| 3,466 |
Scaling Spark in the Real World: Performance and Usability |
2015 |
VLDB |
9 |
7.2609893e-05 |
| 3,476 |
DBOS: A DBMS-oriented Operating System |
2022 |
VLDB |
16 |
7.2552418e-05 |
| 3,629 |
TASTI: Semantic Indexes for Machine Learning-based Queries over Unstructured Data |
2022 |
SIGMOD |
16 |
7.1286458e-05 |
| 3,747 |
Accelerating Approximate Aggregation Queries with Expensive Predicates |
2021 |
VLDB |
22 |
7.0351475e-05 |
| 3,782 |
Optimizing Video Analytics with Declarative Model Relationships |
2023 |
VLDB |
11 |
7.0029633e-05 |
| 4,284 |
VIVA: An End-to-End System for Interactive Video Analytics |
2022 |
CIDR |
9 |
6.6710929e-05 |
| 4,346 |
Analyzing and Comparing Lakehouse Storage Systems |
2023 |
CIDR |
12 |
6.6386388e-05 |
| 5,355 |
Supporting Our AI Overlords: Redesigning Data Systems to be Agent-First |
2026 |
CIDR |
3 |
6.1514948e-05 |
| 5,367 |
Adaptive and Robust Query Execution for Lakehouses at Scale |
2024 |
VLDB |
14 |
6.1462017e-05 |
| 6,564 |
Finding Label and Model Errors in Perception Data With Learned Observation Assertions |
2022 |
SIGMOD |
2 |
5.7283392e-05 |
| 6,996 |
SparkR: Scaling R Programs with Spark |
2016 |
SIGMOD |
6 |
5.6092026e-05 |
| 7,380 |
Parallelism-Optimizing Data Placement for Faster Data-Parallel Computations |
2023 |
VLDB |
3 |
5.5227076e-05 |
| 7,416 |
Accelerating Aggregation Queries on Unstructured Streams of Data |
2023 |
VLDB |
10 |
5.5159866e-05 |
| 7,535 |
Epoxy: ACID Transactions Across Diverse Data Stores |
2023 |
VLDB |
7 |
5.4846682e-05 |
| 7,605 |
Unity Catalog: Open and Universal Governance for the Lakehouse and Beyond |
2025 |
SIGMOD |
5 |
5.4703362e-05 |
| 7,746 |
A Progress Report on DBOS: A Database-oriented Operating System |
2022 |
CIDR |
5 |
5.4456907e-05 |
| 8,018 |
Databricks Lakeguard: Supporting Fine-grained Access Control and Multi-user Capabilities for Apache Spark Workloads |
2025 |
SIGMOD |
4 |
5.3904037e-05 |
| 8,719 |
Challenges and Opportunities for Autonomous Vehicle Query Systems |
2021 |
CIDR |
3 |
5.2705676e-05 |
| 8,890 |
Transactions Make Debugging Easy |
2023 |
CIDR |
3 |
5.2423828e-05 |
| 9,386 |
Bringing the Operational and Analytical Worlds Together with Lakebase |
2025 |
VLDB |
2 |
5.1691917e-05 |
| 10,020 |
Introduction to Spark 2.0 for Database Researchers |
2016 |
SIGMOD |
1 |
5.082155e-05 |
| 10,118 |
Delta Sharing: An Open Protocol for Cross-Platform Data Sharing |
2025 |
VLDB |
1 |
5.0638787e-05 |
| 11,013 |
Lakebase: Serverless Postgres over Open Lake Storage |
2026 |
VLDB |
0 |
4.9605343e-05 |
| 11,816 |
R3: Record-Replay-Retroaction for Database-Backed Applications |
2023 |
VLDB |
2 |
4.9605343e-05 |
| 13,670 |
Blink Twice - Automatic Workload Pinning and Regression Detection for Versionless Apache Spark using Retries |
2025 |
SIGMOD |
0 |
- |
| 13,789 |
Cloud Data Systems: What are the Opportunities for the Database Research Community? |
2022 |
VLDB |
0 |
- |
| 13,830 |
Designing Production-Friendly Machine Learning |
2021 |
VLDB |
0 |
- |