| 281 |
Accelerating Machine Learning Inference with Probabilistic Predicates |
2018 |
SIGMOD |
0.00022295232 |
| 541 |
BlazeIt: Optimizing Declarative Aggregation and Limit Queries for Neural Network-Based Video Analytics |
2020 |
VLDB |
0.00016657685 |
| 683 |
DocETL: Agentic Query Rewriting and Evaluation for Complex Document Processing |
2025 |
VLDB |
0.00014817539 |
| 1,024 |
MIRIS: Fast Object Track Queries in Video |
2020 |
SIGMOD |
0.00012430491 |
| 1,617 |
Challenges and Opportunities in DNN-Based Video Analytics: A Demonstration of the BlazeIt Video Query Engine |
2019 |
CIDR |
0.00010057464 |
| 2,391 |
DeepLens: Towards a Visual Data Management System |
2019 |
CIDR |
8.5365368e-05 |
| 2,710 |
Panorama: A Data System for Unbounded Vocabulary Querying over Video |
2020 |
VLDB |
8.1041775e-05 |
| 2,776 |
Approximate Selection with Guarantees using Proxies |
2020 |
VLDB |
8.0309448e-05 |
| 2,787 |
EVA: A Symbolic Approach to Accelerating Exploratory Video Analytics with Materialized Views |
2022 |
SIGMOD |
8.0158999e-05 |
| 2,982 |
Semantic Operators and Their Optimization: Enabling LLM-Based Data Processing with Accuracy Guarantees in LOTUS |
2025 |
VLDB |
7.7845174e-05 |
| 3,040 |
Incremental and Approximate Inference for Faster Occlusion-based Deep CNN Explanations |
2019 |
SIGMOD |
7.7216143e-05 |
| 3,126 |
Abacus: A Cost-Based Optimizer for Semantic Operator Systems |
2026 |
VLDB |
7.6185225e-05 |
| 3,219 |
Jointly Optimizing Preprocessing and Inference for DNN-based Visual Analytics |
2021 |
VLDB |
7.5207996e-05 |
| 3,411 |
Spatial and Temporal Constrained Ranked Retrieval over Videos |
2022 |
VLDB |
7.3253532e-05 |
| 3,429 |
SVQ: Streaming Video Queries |
2019 |
SIGMOD |
7.306047e-05 |
| 3,650 |
TASTI: Semantic Indexes for Machine Learning-based Queries over Unstructured Data |
2022 |
SIGMOD |
7.1341771e-05 |
| 3,778 |
Optimizing Video Analytics with Declarative Model Relationships |
2023 |
VLDB |
7.0259119e-05 |
| 3,806 |
Vaas: Video Analytics At Scale |
2020 |
VLDB |
7.0107906e-05 |
| 3,874 |
Accelerating Approximate Aggregation Queries with Expensive Predicates |
2021 |
VLDB |
6.953738e-05 |
| 3,948 |
OTIF: Efficient Tracker Pre-processing over Large Video Datasets |
2022 |
SIGMOD |
6.9053923e-05 |
| 4,182 |
Rafiki: Machine Learning as an Analytics Service System |
2019 |
VLDB |
6.755131e-05 |
| 4,286 |
SVQ++: Querying for Object Interactions in Video Streams |
2020 |
SIGMOD |
6.6873151e-05 |
| 4,287 |
VIVA: An End-to-End System for Interactive Video Analytics |
2022 |
CIDR |
6.6869736e-05 |
| 4,293 |
A Method for Optimizing Opaque Filter Queries |
2020 |
SIGMOD |
6.6819917e-05 |
| 4,495 |
Evaluating Temporal Queries Over Video Feeds |
2021 |
SIGMOD |
6.5769374e-05 |
| 4,557 |
Databases Unbound: Querying All of the World’s Bytes with AI |
2024 |
VLDB |
6.5356905e-05 |
| 5,043 |
ODIN: Automated Drift Detection and Recovery in Video Analytics |
2020 |
VLDB |
6.3002257e-05 |
| 5,211 |
Seiden: Revisiting Query Processing in Video Database Systems |
2023 |
VLDB |
6.2253642e-05 |
| 5,877 |
BlinkML: Efficient Maximum Likelihood Estimation with Probabilistic Guarantees |
2019 |
SIGMOD |
5.9627218e-05 |
| 6,009 |
Mixer: Efficiently Understanding and Retrieving Visual Content at Web-scale |
2021 |
VLDB |
5.9148049e-05 |
| 6,583 |
Extract-Transform-Load for Video Streams |
2023 |
VLDB |
5.7438181e-05 |
| 7,009 |
Video-zilla: An Indexing Layer for Large-Scale Video Analytics |
2022 |
SIGMOD |
5.6222568e-05 |
| 7,316 |
Interactive Demonstration of Probabilistic Predicates |
2018 |
SIGMOD |
5.5547672e-05 |
| 7,801 |
Accelerating Aggregation Queries on Unstructured Streams of Data |
2023 |
VLDB |
5.4507311e-05 |
| 7,978 |
Biathlon: Harnessing Model Resilience for Accelerating ML Inference Pipelines |
2024 |
VLDB |
5.4136835e-05 |
| 8,213 |
Scaling a Declarative Cluster Manager Architecture with Query Optimization Techniques |
2023 |
VLDB |
5.3770961e-05 |
| 8,410 |
TQVS: Temporal Queries over Video Streams in Action |
2020 |
SIGMOD |
5.3365631e-05 |
| 8,616 |
Query-Driven Video Event Processing for the Internet of Multimedia Things |
2021 |
VLDB |
5.3019687e-05 |
| 8,749 |
Optimizing Video Selection LIMIT Queries With Commonsense Knowledge |
2024 |
VLDB |
5.2852539e-05 |
| 8,997 |
Cut Costs, Not Accuracy: LLM-Powered Data Processing with Guarantees |
2026 |
SIGMOD |
5.2410834e-05 |
| 9,028 |
A Distributed System for Large-scale n-gram Language Models at Tencent |
2019 |
VLDB |
5.2343288e-05 |
| 9,315 |
Spatialyze: A Geospatial Video Analytics System with Spatial-Aware Optimizations |
2024 |
VLDB |
5.1958747e-05 |
| 9,539 |
Controlled Intentional Degradation in Analytical Video Systems |
2022 |
SIGMOD |
5.1621607e-05 |
| 10,107 |
TVM: A Tile-based Video Management Framework |
2024 |
VLDB |
5.0789354e-05 |
| 10,123 |
RALF: Accuracy-Aware Scheduling for Feature Store Maintenance |
2024 |
VLDB |
5.0760214e-05 |
| 10,144 |
Deep Research is the New Analytics System: Towards Building the Runtime for AI-Driven Analytics |
2026 |
CIDR |
5.0715586e-05 |
| 10,402 |
Accelerating Approximate Analytical Join Queries over Unstructured Data with Statistical Guarantees |
2026 |
SIGMOD |
4.9793485e-05 |
| 10,498 |
ScaleDoc: Scaling LLM-based Predicates over Large Document Collections |
2026 |
SIGMOD |
4.9793485e-05 |
| 10,690 |
Task Cascades for Efficient Unstructured Data Processing |
2026 |
SIGMOD |
4.9793485e-05 |
| 10,839 |
Craw: A Unified and Efficient Querying Framework for Large-Scale Video Datasets |
2026 |
VLDB |
4.9793485e-05 |