| 296 |
Accelerating Machine Learning Inference with Probabilistic Predicates |
2018 |
SIGMOD |
0.00022115632 |
| 564 |
BlazeIt: Optimizing Declarative Aggregation and Limit Queries for Neural Network-Based Video Analytics |
2020 |
VLDB |
0.0001653392 |
| 1,028 |
MIRIS: Fast Object Track Queries in Video |
2020 |
SIGMOD |
0.00012632756 |
| 1,541 |
DocETL: Agentic Query Rewriting and Evaluation for Complex Document Processing |
2025 |
VLDB |
0.00010488053 |
| 1,573 |
Challenges and Opportunities in DNN-Based Video Analytics: A Demonstration of the BlazeIt Video Query Engine |
2019 |
CIDR |
0.00010379881 |
| 2,374 |
DeepLens: Towards a Visual Data Management System |
2019 |
CIDR |
8.7465056e-05 |
| 2,659 |
Panorama: A Data System for Unbounded Vocabulary Querying over Video |
2020 |
VLDB |
8.350357e-05 |
| 2,887 |
Incremental and Approximate Inference for Faster Occlusion-based Deep CNN Explanations |
2019 |
SIGMOD |
8.0623053e-05 |
| 2,977 |
EVA: A Symbolic Approach to Accelerating Exploratory Video Analytics with Materialized Views |
2022 |
SIGMOD |
7.9537139e-05 |
| 3,017 |
Approximate Selection with Guarantees using Proxies |
2020 |
VLDB |
7.9111641e-05 |
| 3,225 |
Jointly Optimizing Preprocessing and Inference for DNN-based Visual Analytics |
2021 |
VLDB |
7.6926736e-05 |
| 3,316 |
Spatial and Temporal Constrained Ranked Retrieval over Videos |
2022 |
VLDB |
7.5881063e-05 |
| 3,371 |
SVQ: Streaming Video Queries |
2019 |
SIGMOD |
7.54139e-05 |
| 3,705 |
Vaas: Video Analytics At Scale |
2020 |
VLDB |
7.2518953e-05 |
| 3,739 |
TASTI: Semantic Indexes for Machine Learning-based Queries over Unstructured Data |
2022 |
SIGMOD |
7.217629e-05 |
| 3,900 |
Accelerating Approximate Aggregation Queries with Expensive Predicates |
2021 |
VLDB |
7.0930701e-05 |
| 3,945 |
Optimizing Video Analytics with Declarative Model Relationships |
2023 |
VLDB |
7.0707501e-05 |
| 4,066 |
Rafiki: Machine Learning as an Analytics Service System |
2019 |
VLDB |
6.9908286e-05 |
| 4,148 |
SVQ++: Querying for Object Interactions in Video Streams |
2020 |
SIGMOD |
6.9330856e-05 |
| 4,163 |
VIVA: An End-to-End System for Interactive Video Analytics |
2022 |
CIDR |
6.9245802e-05 |
| 4,240 |
A Method for Optimizing Opaque Filter Queries |
2020 |
SIGMOD |
6.8750034e-05 |
| 4,243 |
OTIF: Efficient Tracker Pre-processing over Large Video Datasets |
2022 |
SIGMOD |
6.8738254e-05 |
| 4,360 |
Evaluating Temporal Queries Over Video Feeds |
2021 |
SIGMOD |
6.8120555e-05 |
| 4,837 |
Abacus: A Cost-Based Optimizer for Semantic Operator Systems |
2026 |
VLDB |
6.5515762e-05 |
| 4,854 |
ODIN: Automated Drift Detection and Recovery in Video Analytics |
2020 |
VLDB |
6.5424395e-05 |
| 5,478 |
Databases Unbound: Querying All of the World's Bytes with AI |
2024 |
VLDB |
6.2717767e-05 |
| 5,719 |
BlinkML: Efficient Maximum Likelihood Estimation with Probabilistic Guarantees |
2019 |
SIGMOD |
6.1774798e-05 |
| 5,739 |
Seiden: Revisiting Query Processing in Video Database Systems |
2023 |
VLDB |
6.1660357e-05 |
| 6,020 |
Mixer: Efficiently Understanding and Retrieving Visual Content at Web-scale |
2021 |
VLDB |
6.0664131e-05 |
| 6,409 |
Extract-Transform-Load for Video Streams |
2023 |
VLDB |
5.950765e-05 |
| 7,045 |
Interactive Demonstration of Probabilistic Predicates |
2018 |
SIGMOD |
5.7696025e-05 |
| 7,541 |
Accelerating Aggregation Queries on Unstructured Streams of Data |
2023 |
VLDB |
5.6562843e-05 |
| 7,631 |
Video-zilla: An Indexing Layer for Large-Scale Video Analytics |
2022 |
SIGMOD |
5.6374007e-05 |
| 7,761 |
Biathlon: Harnessing Model Resilience for Accelerating ML Inference Pipelines |
2024 |
VLDB |
5.6084236e-05 |
| 7,983 |
Scaling a Declarative Cluster Manager Architecture with Query Optimization Techniques |
2023 |
VLDB |
5.5692059e-05 |
| 8,205 |
TQVS: Temporal Queries over Video Streams in Action |
2020 |
SIGMOD |
5.5358574e-05 |
| 8,351 |
Query-Driven Video Event Processing for the Internet of Multimedia Things |
2021 |
VLDB |
5.5022732e-05 |
| 8,449 |
Semantic Operators and Their Optimization: Enabling LLM-Based Data Processing with Accuracy Guarantees in LOTUS |
2025 |
VLDB |
5.4927183e-05 |
| 8,460 |
Optimizing Video Selection LIMIT Queries With Commonsense Knowledge |
2024 |
VLDB |
5.4902979e-05 |
| 8,730 |
A Distributed System for Large-scale n-gram Language Models at Tencent |
2019 |
VLDB |
5.440046e-05 |
| 9,027 |
Spatialyze: A Geospatial Video Analytics System with Spatial-Aware Optimizations |
2024 |
VLDB |
5.3935326e-05 |
| 9,276 |
Controlled Intentional Degradation in Analytical Video Systems |
2022 |
SIGMOD |
5.3567665e-05 |
| 9,758 |
TVM: A Tile-based Video Management Framework |
2024 |
VLDB |
5.2759752e-05 |
| 9,780 |
RALF: Accuracy-Aware Scheduling for Feature Store Maintenance |
2024 |
VLDB |
5.2726751e-05 |
| 9,989 |
Deep Research is the New Analytics System: Towards Building the Runtime for AI-Driven Analytics |
2026 |
CIDR |
5.1725247e-05 |
| 10,064 |
Cut Costs, Not Accuracy: LLM-Powered Data Processing with Guarantees |
2026 |
SIGMOD |
5.1725247e-05 |
| 10,215 |
Task Cascades for Efficient Unstructured Data Processing |
2026 |
SIGMOD |
5.1725247e-05 |
| 10,337 |
KEN: An Execution Engine for Unstructured Database Systems |
2026 |
VLDB |
5.1725247e-05 |
| 10,532 |
Scalable Complex Event Processing on Video Streams |
2025 |
SIGMOD |
5.1725247e-05 |
| 10,670 |
ArrayMorph: Optimizing Hyperslab Queries on the Cloud for Machine Learning Pipelines |
2025 |
VLDB |
5.1725247e-05 |