| 66 |
Spark SQL: Relational Data Processing in Spark |
2015 |
SIGMOD |
0.00061707583 |
| 317 |
NoScope: Optimizing Neural Network Queries over Video at Scale |
2017 |
VLDB |
0.0002798145 |
| 539 |
Shark: SQL and Rich Analytics at Scale |
2013 |
SIGMOD |
0.00020615453 |
| 694 |
BlazeIt: Optimizing Declarative Aggregation and Limit Queries for Neural Network-Based Video Analytics |
2020 |
VLDB |
0.00018031141 |
| 739 |
Delta Lake: High-Performance ACID Table Storage over Cloud Object Stores |
2020 |
VLDB |
0.00017365933 |
| 1,356 |
Lakehouse: A New Generation of Open Platforms that Unify Data Warehousing and Advanced Analytics |
2021 |
CIDR |
0.00012409986 |
| 1,546 |
Structured Streaming: A Declarative API for Real-Time Applications in Apache Spark |
2018 |
SIGMOD |
0.00011418993 |
| 1,655 |
Challenges and Opportunities in DNN-Based Video Analytics: A Demonstration of the BlazeIt Video Query Engine |
2019 |
CIDR |
0.000109771 |
| 1,751 |
Weld: A Common Runtime for High Performance Data Analytics |
2017 |
CIDR |
0.00010673874 |
| 2,019 |
Voodoo - A Vector Algebra for Portable Database Performance on Modern Hardware |
2016 |
VLDB |
9.7814175e-05 |
| 2,157 |
MISTIQUE: A System to Store and Query Model Intermediates for Model Diagnosis |
2018 |
SIGMOD |
9.4153917e-05 |
| 2,158 |
DIFF: A Relational Interface for Large-Scale Data Explanation |
2019 |
VLDB |
9.4117885e-05 |
| 2,472 |
Photon: A Fast Query Engine for Lakehouse Systems |
2022 |
SIGMOD |
8.7156826e-05 |
| 2,487 |
Shark: Fast Data Analysis Using Coarse-grained Distributed Memory |
2012 |
SIGMOD |
8.6609871e-05 |
| 2,525 |
ACORN: Performant and Predicate-Agnostic Search Over Vector Embeddings and Structured Data |
2024 |
SIGMOD |
8.5991468e-05 |
| 2,706 |
Filter Before You Parse: Faster Analytics on Raw Data with Sparser |
2018 |
VLDB |
8.2655235e-05 |
| 2,904 |
Evaluating End-to-End Optimization for Data Analytics Applications in Weld |
2018 |
VLDB |
7.9403097e-05 |
| 3,189 |
Text2SQL is Not Enough: Unifying AI and Databases with TAG |
2025 |
CIDR |
7.4140094e-05 |
| 3,291 |
Jointly Optimizing Preprocessing and Inference for DNN-based Visual Analytics |
2021 |
VLDB |
7.2607192e-05 |
| 3,333 |
A Demonstration of Willump: A Statistically-Aware End-to-end Optimizer for Machine Learning Inference |
2020 |
VLDB |
7.2064333e-05 |
| 3,536 |
Scaling Spark in the Real World: Performance and Usability |
2015 |
VLDB |
6.9938207e-05 |
| 3,553 |
Approximate Selection with Guarantees using Proxies |
2020 |
VLDB |
6.9763548e-05 |
| 3,688 |
DBOS: A DBMS-oriented Operating System |
2022 |
VLDB |
6.8370783e-05 |
| 4,492 |
TASTI: Semantic Indexes for Machine Learning-based Queries over Unstructured Data |
2022 |
SIGMOD |
6.1374891e-05 |
| 4,565 |
Optimizing Video Analytics with Declarative Model Relationships |
2023 |
VLDB |
6.0746821e-05 |
| 4,642 |
VIVA: An End-to-End System for Interactive Video Analytics |
2022 |
CIDR |
6.0214283e-05 |
| 4,703 |
Accelerating Approximate Aggregation Queries with Expensive Predicates |
2021 |
VLDB |
5.9793615e-05 |
| 5,105 |
Analyzing and Comparing Lakehouse Storage Systems |
2023 |
CIDR |
5.6916018e-05 |
| 6,139 |
Finding Label and Model Errors in Perception Data With Learned Observation Assertions |
2022 |
SIGMOD |
5.1893488e-05 |
| 6,683 |
Adaptive and Robust Query Execution for Lakehouses at Scale |
2024 |
VLDB |
4.9593505e-05 |
| 6,783 |
SparkR: Scaling R Programs with Spark |
2016 |
SIGMOD |
4.9221272e-05 |
| 7,632 |
A Progress Report on DBOS: A Database-oriented Operating System |
2022 |
CIDR |
4.6872915e-05 |
| 7,911 |
Accelerating Aggregation Queries on Unstructured Streams of Data |
2023 |
VLDB |
4.6143141e-05 |
| 8,041 |
Epoxy: ACID Transactions Across Diverse Data Stores |
2023 |
VLDB |
4.5956688e-05 |
| 8,097 |
Parallelism-Optimizing Data Placement for Faster Data-Parallel Computations |
2023 |
VLDB |
4.5825634e-05 |
| 8,286 |
Challenges and Opportunities for Autonomous Vehicle Query Systems |
2021 |
CIDR |
4.5392079e-05 |
| 8,464 |
Semantic Operators and Their Optimization: Enabling LLM-Based Data Processing with Accuracy Guarantees in LOTUS |
2025 |
VLDB |
4.5003888e-05 |
| 8,607 |
Unity Catalog: Open and Universal Governance for the Lakehouse and Beyond |
2025 |
SIGMOD |
4.4810982e-05 |
| 8,661 |
Transactions Make Debugging Easy |
2023 |
CIDR |
4.4679937e-05 |
| 9,090 |
Databricks Lakeguard: Supporting Fine-grained Access Control and Multi-user Capabilities for Apache Spark Workloads |
2025 |
SIGMOD |
4.3939337e-05 |
| 9,555 |
Bringing the Operational and Analytical Worlds Together with Lakebase |
2025 |
VLDB |
4.3212967e-05 |
| 9,585 |
Introduction to Spark 2.0 for Database Researchers |
2016 |
SIGMOD |
4.31773e-05 |
| 9,991 |
Supporting Our AI Overlords: Redesigning Data Systems to be Agent-First |
2026 |
CIDR |
4.1905499e-05 |
| 11,257 |
R3: Record-Replay-Retroaction for Database-Backed Applications |
2023 |
VLDB |
4.1905499e-05 |
| 13,110 |
Blink Twice - Automatic Workload Pinning and Regression Detection for Versionless Apache Spark using Retries |
2025 |
SIGMOD |
- |
| 13,138 |
Delta Sharing: An Open Protocol for Cross-Platform Data Sharing |
2025 |
VLDB |
- |
| 13,240 |
Cloud Data Systems: What are the Opportunities for the Database Research Community? |
2022 |
VLDB |
- |
| 13,282 |
Designing Production-Friendly Machine Learning |
2021 |
VLDB |
- |