| 282 |
Accelerating Machine Learning Inference with Probabilistic Predicates |
2018 |
SIGMOD |
0.00022302793 |
| 541 |
BlazeIt: Optimizing Declarative Aggregation and Limit Queries for Neural Network-Based Video Analytics |
2020 |
VLDB |
0.00016663833 |
| 658 |
DocETL: Agentic Query Rewriting and Evaluation for Complex Document Processing |
2025 |
VLDB |
0.00015058738 |
| 1,023 |
MIRIS: Fast Object Track Queries in Video |
2020 |
SIGMOD |
0.00012430702 |
| 1,617 |
Challenges and Opportunities in DNN-Based Video Analytics: A Demonstration of the BlazeIt Video Query Engine |
2019 |
CIDR |
0.00010054224 |
| 2,385 |
DeepLens: Towards a Visual Data Management System |
2019 |
CIDR |
8.5393531e-05 |
| 2,705 |
Panorama: A Data System for Unbounded Vocabulary Querying over Video |
2020 |
VLDB |
8.1096249e-05 |
| 2,773 |
Approximate Selection with Guarantees using Proxies |
2020 |
VLDB |
8.0318294e-05 |
| 2,787 |
EVA: A Symbolic Approach to Accelerating Exploratory Video Analytics with Materialized Views |
2022 |
SIGMOD |
8.0121053e-05 |
| 2,909 |
Semantic Operators and Their Optimization: Enabling LLM-Based Data Processing with Accuracy Guarantees in LOTUS |
2025 |
VLDB |
7.8705905e-05 |
| 3,042 |
Incremental and Approximate Inference for Faster Occlusion-based Deep CNN Explanations |
2019 |
SIGMOD |
7.7179591e-05 |
| 3,049 |
Abacus: A Cost-Based Optimizer for Semantic Operator Systems |
2026 |
VLDB |
7.7087759e-05 |
| 3,220 |
Jointly Optimizing Preprocessing and Inference for DNN-based Visual Analytics |
2021 |
VLDB |
7.5172795e-05 |
| 3,411 |
Spatial and Temporal Constrained Ranked Retrieval over Videos |
2022 |
VLDB |
7.3218855e-05 |
| 3,429 |
SVQ: Streaming Video Queries |
2019 |
SIGMOD |
7.3032345e-05 |
| 3,640 |
TASTI: Semantic Indexes for Machine Learning-based Queries over Unstructured Data |
2022 |
SIGMOD |
7.1410511e-05 |
| 3,756 |
Accelerating Approximate Aggregation Queries with Expensive Predicates |
2021 |
VLDB |
7.0456217e-05 |
| 3,780 |
Optimizing Video Analytics with Declarative Model Relationships |
2023 |
VLDB |
7.0225859e-05 |
| 3,807 |
Vaas: Video Analytics At Scale |
2020 |
VLDB |
7.0081164e-05 |
| 3,947 |
OTIF: Efficient Tracker Pre-processing over Large Video Datasets |
2022 |
SIGMOD |
6.9052646e-05 |
| 4,182 |
Rafiki: Machine Learning as an Analytics Service System |
2019 |
VLDB |
6.7519862e-05 |
| 4,273 |
VIVA: An End-to-End System for Interactive Video Analytics |
2022 |
CIDR |
6.6895276e-05 |
| 4,287 |
SVQ++: Querying for Object Interactions in Video Streams |
2020 |
SIGMOD |
6.6843525e-05 |
| 4,292 |
A Method for Optimizing Opaque Filter Queries |
2020 |
SIGMOD |
6.6792739e-05 |
| 4,481 |
Evaluating Temporal Queries Over Video Feeds |
2021 |
SIGMOD |
6.5788124e-05 |
| 4,558 |
Databases Unbound: Querying All of the World’s Bytes with AI |
2024 |
VLDB |
6.5333125e-05 |
| 5,046 |
ODIN: Automated Drift Detection and Recovery in Video Analytics |
2020 |
VLDB |
6.2972614e-05 |
| 5,214 |
Seiden: Revisiting Query Processing in Video Database Systems |
2023 |
VLDB |
6.2224191e-05 |
| 5,877 |
BlinkML: Efficient Maximum Likelihood Estimation with Probabilistic Guarantees |
2019 |
SIGMOD |
5.9599042e-05 |
| 6,008 |
Mixer: Efficiently Understanding and Retrieving Visual Content at Web-scale |
2021 |
VLDB |
5.9125335e-05 |
| 6,586 |
Extract-Transform-Load for Video Streams |
2023 |
VLDB |
5.741099e-05 |
| 7,010 |
Video-zilla: An Indexing Layer for Large-Scale Video Analytics |
2022 |
SIGMOD |
5.6195953e-05 |
| 7,320 |
Interactive Demonstration of Probabilistic Predicates |
2018 |
SIGMOD |
5.5521611e-05 |
| 7,398 |
Accelerating Aggregation Queries on Unstructured Streams of Data |
2023 |
VLDB |
5.5342864e-05 |
| 7,983 |
Biathlon: Harnessing Model Resilience for Accelerating ML Inference Pipelines |
2024 |
VLDB |
5.4111208e-05 |
| 8,220 |
Scaling a Declarative Cluster Manager Architecture with Query Optimization Techniques |
2023 |
VLDB |
5.3745507e-05 |
| 8,415 |
TQVS: Temporal Queries over Video Streams in Action |
2020 |
SIGMOD |
5.33424e-05 |
| 8,526 |
Cut Costs, Not Accuracy: LLM-Powered Data Processing with Guarantees |
2026 |
SIGMOD |
5.3215522e-05 |
| 8,625 |
Query-Driven Video Event Processing for the Internet of Multimedia Things |
2021 |
VLDB |
5.2994589e-05 |
| 8,757 |
Optimizing Video Selection LIMIT Queries With Commonsense Knowledge |
2024 |
VLDB |
5.2827519e-05 |
| 9,036 |
A Distributed System for Large-scale n-gram Language Models at Tencent |
2019 |
VLDB |
5.2318513e-05 |
| 9,324 |
Spatialyze: A Geospatial Video Analytics System with Spatial-Aware Optimizations |
2024 |
VLDB |
5.193415e-05 |
| 9,548 |
Controlled Intentional Degradation in Analytical Video Systems |
2022 |
SIGMOD |
5.159717e-05 |
| 10,111 |
TVM: A Tile-based Video Management Framework |
2024 |
VLDB |
5.0765311e-05 |
| 10,127 |
RALF: Accuracy-Aware Scheduling for Feature Store Maintenance |
2024 |
VLDB |
5.0736184e-05 |
| 10,148 |
Deep Research is the New Analytics System: Towards Building the Runtime for AI-Driven Analytics |
2026 |
CIDR |
5.0691578e-05 |
| 10,198 |
Task Cascades for Efficient Unstructured Data Processing |
2026 |
SIGMOD |
5.0599411e-05 |
| 10,199 |
Featurized-Decomposition Join: Low-Cost Semantic Joins with Guarantees |
2026 |
VLDB |
5.0599411e-05 |
| 10,414 |
Accelerating Approximate Analytical Join Queries over Unstructured Data with Statistical Guarantees |
2026 |
SIGMOD |
4.9769913e-05 |
| 10,509 |
ScaleDoc: Scaling LLM-based Predicates over Large Document Collections |
2026 |
SIGMOD |
4.9769913e-05 |