| 278 |
Accelerating Machine Learning Inference with Probabilistic Predicates |
2018 |
SIGMOD |
0.00022277737 |
| 541 |
BlazeIt: Optimizing Declarative Aggregation and Limit Queries for Neural Network-Based Video Analytics |
2020 |
VLDB |
0.00016627384 |
| 630 |
DocETL: Agentic Query Rewriting and Evaluation for Complex Document Processing |
2025 |
VLDB |
0.00015402076 |
| 1,023 |
MIRIS: Fast Object Track Queries in Video |
2020 |
SIGMOD |
0.00012398361 |
| 1,626 |
Challenges and Opportunities in DNN-Based Video Analytics: A Demonstration of the BlazeIt Video Query Engine |
2019 |
CIDR |
0.00010023166 |
| 2,393 |
DeepLens: Towards a Visual Data Management System |
2019 |
CIDR |
8.5162362e-05 |
| 2,611 |
Semantic Operators and Their Optimization: Enabling LLM-Based Data Processing with Accuracy Guarantees in LOTUS |
2025 |
VLDB |
8.2027761e-05 |
| 2,713 |
Panorama: A Data System for Unbounded Vocabulary Querying over Video |
2020 |
VLDB |
8.0876569e-05 |
| 2,777 |
Approximate Selection with Guarantees using Proxies |
2020 |
VLDB |
8.0101016e-05 |
| 2,792 |
EVA: A Symbolic Approach to Accelerating Exploratory Video Analytics with Materialized Views |
2022 |
SIGMOD |
7.9895218e-05 |
| 2,924 |
Abacus: A Cost-Based Optimizer for Semantic Operator Systems |
2026 |
VLDB |
7.8407467e-05 |
| 3,052 |
Incremental and Approximate Inference for Faster Occlusion-based Deep CNN Explanations |
2019 |
SIGMOD |
7.6924471e-05 |
| 3,224 |
Jointly Optimizing Preprocessing and Inference for DNN-based Visual Analytics |
2021 |
VLDB |
7.503511e-05 |
| 3,417 |
Spatial and Temporal Constrained Ranked Retrieval over Videos |
2022 |
VLDB |
7.3044711e-05 |
| 3,436 |
SVQ: Streaming Video Queries |
2019 |
SIGMOD |
7.2831666e-05 |
| 3,629 |
TASTI: Semantic Indexes for Machine Learning-based Queries over Unstructured Data |
2022 |
SIGMOD |
7.1286458e-05 |
| 3,747 |
Accelerating Approximate Aggregation Queries with Expensive Predicates |
2021 |
VLDB |
7.0351475e-05 |
| 3,782 |
Optimizing Video Analytics with Declarative Model Relationships |
2023 |
VLDB |
7.0029633e-05 |
| 3,810 |
Vaas: Video Analytics At Scale |
2020 |
VLDB |
6.9889982e-05 |
| 3,957 |
OTIF: Efficient Tracker Pre-processing over Large Video Datasets |
2022 |
SIGMOD |
6.8827279e-05 |
| 4,198 |
Rafiki: Machine Learning as an Analytics Service System |
2019 |
VLDB |
6.7303243e-05 |
| 4,284 |
VIVA: An End-to-End System for Interactive Video Analytics |
2022 |
CIDR |
6.6710929e-05 |
| 4,301 |
SVQ++: Querying for Object Interactions in Video Streams |
2020 |
SIGMOD |
6.6624679e-05 |
| 4,302 |
A Method for Optimizing Opaque Filter Queries |
2020 |
SIGMOD |
6.6614501e-05 |
| 4,494 |
Evaluating Temporal Queries Over Video Feeds |
2021 |
SIGMOD |
6.560668e-05 |
| 4,559 |
Databases Unbound: Querying All of the World’s Bytes with AI |
2024 |
VLDB |
6.5238675e-05 |
| 5,069 |
ODIN: Automated Drift Detection and Recovery in Video Analytics |
2020 |
VLDB |
6.2764765e-05 |
| 5,232 |
Seiden: Revisiting Query Processing in Video Database Systems |
2023 |
VLDB |
6.2051599e-05 |
| 5,885 |
BlinkML: Efficient Maximum Likelihood Estimation with Probabilistic Guarantees |
2019 |
SIGMOD |
5.9421702e-05 |
| 6,018 |
Mixer: Efficiently Understanding and Retrieving Visual Content at Web-scale |
2021 |
VLDB |
5.8939406e-05 |
| 6,561 |
Extract-Transform-Load for Video Streams |
2023 |
VLDB |
5.7288224e-05 |
| 7,015 |
Video-zilla: An Indexing Layer for Large-Scale Video Analytics |
2022 |
SIGMOD |
5.6044008e-05 |
| 7,338 |
Interactive Demonstration of Probabilistic Predicates |
2018 |
SIGMOD |
5.5338268e-05 |
| 7,416 |
Accelerating Aggregation Queries on Unstructured Streams of Data |
2023 |
VLDB |
5.5159866e-05 |
| 7,950 |
Biathlon: Harnessing Model Resilience for Accelerating ML Inference Pipelines |
2024 |
VLDB |
5.402957e-05 |
| 8,231 |
Scaling a Declarative Cluster Manager Architecture with Query Optimization Techniques |
2023 |
VLDB |
5.3573407e-05 |
| 8,430 |
TQVS: Temporal Queries over Video Streams in Action |
2020 |
SIGMOD |
5.3168197e-05 |
| 8,543 |
Cut Costs, Not Accuracy: LLM-Powered Data Processing with Guarantees |
2026 |
SIGMOD |
5.3039559e-05 |
| 8,645 |
Query-Driven Video Event Processing for the Internet of Multimedia Things |
2021 |
VLDB |
5.2819355e-05 |
| 8,778 |
Optimizing Video Selection LIMIT Queries With Commonsense Knowledge |
2024 |
VLDB |
5.2652839e-05 |
| 9,057 |
A Distributed System for Large-scale n-gram Language Models at Tencent |
2019 |
VLDB |
5.2145524e-05 |
| 9,333 |
Spatialyze: A Geospatial Video Analytics System with Spatial-Aware Optimizations |
2024 |
VLDB |
5.1795582e-05 |
| 9,574 |
Controlled Intentional Degradation in Analytical Video Systems |
2022 |
SIGMOD |
5.1428165e-05 |
| 10,147 |
TVM: A Tile-based Video Management Framework |
2024 |
VLDB |
5.0597449e-05 |
| 10,164 |
RALF: Accuracy-Aware Scheduling for Feature Store Maintenance |
2024 |
VLDB |
5.0570156e-05 |
| 10,185 |
Deep Research is the New Analytics System: Towards Building the Runtime for AI-Driven Analytics |
2026 |
CIDR |
5.052396e-05 |
| 10,231 |
Task Cascades for Efficient Unstructured Data Processing |
2026 |
SIGMOD |
5.0432098e-05 |
| 10,232 |
Featurized-Decomposition Join: Low-Cost Semantic Joins with Guarantees |
2026 |
VLDB |
5.0432098e-05 |
| 10,480 |
Accelerating Approximate Analytical Join Queries over Unstructured Data with Statistical Guarantees |
2026 |
SIGMOD |
4.9605343e-05 |
| 10,575 |
ScaleDoc: Scaling LLM-based Predicates over Large Document Collections |
2026 |
SIGMOD |
4.9605343e-05 |