| 1,350 |
Northstar: An Interactive Data Science System |
2018 |
VLDB |
0.00012431059 |
| 2,501 |
DBEst: Revisiting Approximate Query Processing Engines with Machine Learning Models |
2019 |
SIGMOD |
8.6453446e-05 |
| 3,798 |
Plato: Approximate Analytics over Compressed Time Series with Tight Deterministic Error Guarantees |
2020 |
VLDB |
6.7592302e-05 |
| 3,944 |
AQP++: Connecting Approximate Query Processing With Aggregate Precomputation for Interactive Analytics |
2018 |
SIGMOD |
6.6078243e-05 |
| 4,375 |
Sample Debiasing in the Themis Open World Database System |
2020 |
SIGMOD |
6.2427076e-05 |
| 4,536 |
Data Series Progressive Similarity Search with Probabilistic Quality Guarantees |
2020 |
SIGMOD |
6.104642e-05 |
| 4,567 |
Optimizing Video Analytics with Declarative Model Relationships |
2023 |
VLDB |
6.080526e-05 |
| 4,884 |
Relational Data Synthesis using Generative Adversarial Networks: A Design Space Exploration |
2020 |
VLDB |
5.8540287e-05 |
| 5,072 |
Optimizing Machine Learning Inference Queries with Correlative Proxy Models |
2022 |
VLDB |
5.7185674e-05 |
| 5,214 |
ThalamusDB: Approximate Query Processing on Multi-Modal Data |
2024 |
SIGMOD |
5.624434e-05 |
| 5,810 |
Database Benchmarking for Supporting Real-Time Interactive Querying of Large Data |
2020 |
SIGMOD |
5.3178017e-05 |
| 5,909 |
At-the-time and Back-in-time Persistent Sketches |
2021 |
SIGMOD |
5.2769377e-05 |
| 6,233 |
Mosaic: A Sample-Based Database System for Open World Query Processing |
2020 |
CIDR |
5.1451876e-05 |
| 6,740 |
Combining Aggregation and Sampling (Nearly) Optimally for Approximate Query Processing |
2021 |
SIGMOD |
4.944395e-05 |
| 7,059 |
Adaptive and Robust Query Execution for Lakehouses at Scale |
2024 |
VLDB |
4.8477825e-05 |
| 7,164 |
SKT: A One-Pass Multi-Sketch Data Analytics Accelerator |
2021 |
VLDB |
4.8131514e-05 |
| 7,339 |
SpareLLM: Automatically Selecting Task-Specific Minimum-Cost Large Language Models under Equivalence Constraint |
2025 |
SIGMOD |
4.7579469e-05 |
| 7,358 |
Weighted Distinct Sampling: Cardinality Estimation for SPJ Queries |
2021 |
SIGMOD |
4.7529363e-05 |
| 7,534 |
Enabling Efficient and General Subpopulation Analytics in Multidimensional Data Streams |
2022 |
VLDB |
4.7180004e-05 |
| 7,610 |
Learning to be a Statistician: Learned Estimator for Number of Distinct Values |
2022 |
VLDB |
4.6965039e-05 |
| 7,634 |
ReStore - Neural Data Completion for Relational Databases |
2021 |
SIGMOD |
4.6911382e-05 |
| 8,240 |
Experiences with Approximating Queries in Microsoft’s Production Big-Data Clusters |
2019 |
VLDB |
4.5522563e-05 |
| 8,393 |
LAQy: Efficient and Reusable Query Approximations via Lazy Sampling |
2023 |
SIGMOD |
4.5280102e-05 |
| 8,650 |
HAP: An Efficient Hamming Space Index Based on Augmented Pigeonhole Principle |
2022 |
SIGMOD |
4.4761716e-05 |
| 9,006 |
Hit the Gym: Accelerating Query Execution to Efficiently Bootstrap Behavior Models for Self-Driving Database Management Systems |
2024 |
VLDB |
4.4101482e-05 |
| 9,296 |
Controlled Intentional Degradation in Analytical Video Systems |
2022 |
SIGMOD |
4.3599613e-05 |
| 9,431 |
PairwiseHist: Fast, Accurate and Space-Efficient Approximate Query Processing with Data Compression |
2024 |
VLDB |
4.3434046e-05 |
| 9,652 |
Secure Sampling for Approximate Multi-party Query Processing |
2023 |
SIGMOD |
4.3109001e-05 |
| 9,696 |
The Data Interaction Game |
2018 |
SIGMOD |
4.3023337e-05 |
| 9,786 |
RALF: Accuracy-Aware Scheduling for Feature Store Maintenance |
2024 |
VLDB |
4.2827012e-05 |
| 9,807 |
Demonstration of Accelerating Machine Learning Inference Queries with Correlative Proxy Models |
2022 |
VLDB |
4.2805224e-05 |
| 10,049 |
Approximate Query Processing under Updates |
2026 |
SIGMOD |
4.1945683e-05 |
| 10,116 |
Stochastic Submodular Data Forgetting |
2026 |
SIGMOD |
4.1945683e-05 |
| 10,215 |
Task Cascades for Efficient Unstructured Data Processing |
2026 |
SIGMOD |
4.1945683e-05 |
| 10,279 |
ConANN: Conformal Approximate Nearest Neighbor Search |
2026 |
VLDB |
4.1945683e-05 |
| 10,497 |
PilotDB: Database-Agnostic Online Approximate Query Processing with A Priori Error Guarantees |
2025 |
SIGMOD |
4.1945683e-05 |
| 10,639 |
Cardinality Estimation for Having-Clauses |
2025 |
VLDB |
4.1945683e-05 |
| 11,074 |
Confidence Intervals for Private Query Processing |
2024 |
VLDB |
4.1945683e-05 |
| 11,194 |
A Step Toward Deep Online Aggregation |
2023 |
SIGMOD |
4.1945683e-05 |
| 11,539 |
FlashP: An Analytical Pipeline for Real-time Forecasting of Time-Series Relational Data |
2021 |
VLDB |
4.1945683e-05 |
| 11,552 |
BitGourmet: Deterministic Approximation via Optimized Bit Selection |
2020 |
CIDR |
4.1945683e-05 |
| 11,585 |
Demonstration of BitGourmet: Data Analysis via Deterministic Approximation |
2020 |
SIGMOD |
4.1945683e-05 |