| 24 |
Spark SQL: Relational Data Processing in Spark |
2015 |
SIGMOD |
0.00054865648 |
| 284 |
NoScope: Optimizing Neural Network Queries over Video at Scale |
2017 |
VLDB |
0.00022370521 |
| 425 |
Shark: SQL and Rich Analytics at Scale |
2013 |
SIGMOD |
0.00018704491 |
| 520 |
Delta Lake: High-Performance ACID Table Storage over Cloud Object Stores |
2020 |
VLDB |
0.00017136828 |
| 569 |
BlazeIt: Optimizing Declarative Aggregation and Limit Queries for Neural Network-Based Video Analytics |
2020 |
VLDB |
0.00016348191 |
| 1,138 |
Lakehouse: A New Generation of Open Platforms that Unify Data Warehousing and Advanced Analytics |
2021 |
CIDR |
0.00012023643 |
| 1,190 |
Structured Streaming: A Declarative API for Real-Time Applications in Apache Spark |
2018 |
SIGMOD |
0.00011743246 |
| 1,229 |
Weld: A Common Runtime for High Performance Data Analytics |
2017 |
CIDR |
0.00011578425 |
| 1,469 |
Voodoo - A Vector Algebra for Portable Database Performance on Modern Hardware |
2016 |
VLDB |
0.00010678751 |
| 1,515 |
ACORN: Performant and Predicate-Agnostic Search Over Vector Embeddings and Structured Data |
2024 |
SIGMOD |
0.00010521317 |
| 1,607 |
Challenges and Opportunities in DNN-Based Video Analytics: A Demonstration of the BlazeIt Video Query Engine |
2019 |
CIDR |
0.0001022751 |
| 1,670 |
MISTIQUE: A System to Store and Query Model Intermediates for Model Diagnosis |
2018 |
SIGMOD |
0.00010045615 |
| 1,824 |
Photon: A Fast Query Engine for Lakehouse Systems |
2022 |
SIGMOD |
9.6734544e-05 |
| 2,161 |
DIFF: A Relational Interface for Large-Scale Data Explanation |
2019 |
VLDB |
9.0606664e-05 |
| 2,207 |
Shark: Fast Data Analysis Using Coarse-grained Distributed Memory |
2012 |
SIGMOD |
8.9565862e-05 |
| 2,316 |
Evaluating End-to-End Optimization for Data Analytics Applications in Weld |
2018 |
VLDB |
8.7596739e-05 |
| 2,414 |
Filter Before You Parse: Faster Analytics on Raw Data with Sparser |
2018 |
VLDB |
8.6078841e-05 |
| 2,809 |
Text2SQL is Not Enough: Unifying AI and Databases with TAG |
2025 |
CIDR |
8.0994951e-05 |
| 2,898 |
Approximate Selection with Guarantees using Proxies |
2020 |
VLDB |
7.978725e-05 |
| 3,253 |
Jointly Optimizing Preprocessing and Inference for DNN-based Visual Analytics |
2021 |
VLDB |
7.5936939e-05 |
| 3,411 |
Scaling Spark in the Real World: Performance and Usability |
2015 |
VLDB |
7.436229e-05 |
| 3,438 |
A Demonstration of Willump: A Statistically-Aware End-to-end Optimizer for Machine Learning Inference |
2020 |
VLDB |
7.415647e-05 |
| 3,549 |
DBOS: A DBMS-oriented Operating System |
2022 |
VLDB |
7.3212765e-05 |
| 3,766 |
TASTI: Semantic Indexes for Machine Learning-based Queries over Unstructured Data |
2022 |
SIGMOD |
7.1430942e-05 |
| 3,907 |
Accelerating Approximate Aggregation Queries with Expensive Predicates |
2021 |
VLDB |
7.0278233e-05 |
| 4,007 |
Optimizing Video Analytics with Declarative Model Relationships |
2023 |
VLDB |
6.9632395e-05 |
| 4,256 |
VIVA: An End-to-End System for Interactive Video Analytics |
2022 |
CIDR |
6.8018439e-05 |
| 4,457 |
Analyzing and Comparing Lakehouse Storage Systems |
2023 |
CIDR |
6.6913393e-05 |
| 5,983 |
Adaptive and Robust Query Execution for Lakehouses at Scale |
2024 |
VLDB |
6.0206841e-05 |
| 6,210 |
Supporting Our AI Overlords: Redesigning Data Systems to be Agent-First |
2026 |
CIDR |
5.9425753e-05 |
| 6,431 |
Finding Label and Model Errors in Perception Data With Learned Observation Assertions |
2022 |
SIGMOD |
5.8802622e-05 |
| 6,865 |
SparkR: Scaling R Programs with Spark |
2016 |
SIGMOD |
5.7508365e-05 |
| 7,568 |
Semantic Operators and Their Optimization: Enabling LLM-Based Data Processing with Accuracy Guarantees in LOTUS |
2025 |
VLDB |
5.5953379e-05 |
| 7,582 |
A Progress Report on DBOS: A Database-oriented Operating System |
2022 |
CIDR |
5.5918081e-05 |
| 7,648 |
Accelerating Aggregation Queries on Unstructured Streams of Data |
2023 |
VLDB |
5.575838e-05 |
| 7,767 |
Epoxy: ACID Transactions Across Diverse Data Stores |
2023 |
VLDB |
5.5485804e-05 |
| 8,091 |
Parallelism-Optimizing Data Placement for Faster Data-Parallel Computations |
2023 |
VLDB |
5.4889128e-05 |
| 8,524 |
Challenges and Opportunities for Autonomous Vehicle Query Systems |
2021 |
CIDR |
5.4119882e-05 |
| 8,605 |
Unity Catalog: Open and Universal Governance for the Lakehouse and Beyond |
2025 |
SIGMOD |
5.4028924e-05 |
| 8,696 |
Transactions Make Debugging Easy |
2023 |
CIDR |
5.3830471e-05 |
| 9,127 |
Databricks Lakeguard: Supporting Fine-grained Access Control and Multi-user Capabilities for Apache Spark Workloads |
2025 |
SIGMOD |
5.3189314e-05 |
| 9,694 |
Bringing the Operational and Analytical Worlds Together with Lakebase |
2025 |
VLDB |
5.2351259e-05 |
| 9,803 |
Introduction to Spark 2.0 for Database Researchers |
2016 |
SIGMOD |
5.21582e-05 |
| 11,454 |
R3: Record-Replay-Retroaction for Database-Backed Applications |
2023 |
VLDB |
5.093636e-05 |
| 13,301 |
Blink Twice - Automatic Workload Pinning and Regression Detection for Versionless Apache Spark using Retries |
2025 |
SIGMOD |
- |
| 13,329 |
Delta Sharing: An Open Protocol for Cross-Platform Data Sharing |
2025 |
VLDB |
- |
| 13,430 |
Cloud Data Systems: What are the Opportunities for the Database Research Community? |
2022 |
VLDB |
- |
| 13,471 |
Designing Production-Friendly Machine Learning |
2021 |
VLDB |
- |