| 332 |
Accelerating Machine Learning Inference with Probabilistic Predicates |
2018 |
SIGMOD |
0.00027173479 |
| 694 |
BlazeIt: Optimizing Declarative Aggregation and Limit Queries for Neural Network-Based Video Analytics |
2020 |
VLDB |
0.00018031141 |
| 1,390 |
MIRIS: Fast Object Track Queries in Video |
2020 |
SIGMOD |
0.00012242018 |
| 1,655 |
Challenges and Opportunities in DNN-Based Video Analytics: A Demonstration of the BlazeIt Video Query Engine |
2019 |
CIDR |
0.000109771 |
| 1,839 |
DocETL: Agentic Query Rewriting and Evaluation for Complex Document Processing |
2025 |
VLDB |
0.00010351287 |
| 2,536 |
DeepLens: Towards a Visual Data Management System |
2019 |
CIDR |
8.5817195e-05 |
| 2,871 |
Incremental and Approximate Inference for Faster Occlusion-based Deep CNN Explanations |
2019 |
SIGMOD |
7.9800983e-05 |
| 3,212 |
Panorama: A Data System for Unbounded Vocabulary Querying over Video |
2020 |
VLDB |
7.3772955e-05 |
| 3,291 |
Jointly Optimizing Preprocessing and Inference for DNN-based Visual Analytics |
2021 |
VLDB |
7.2607192e-05 |
| 3,553 |
Approximate Selection with Guarantees using Proxies |
2020 |
VLDB |
6.9763548e-05 |
| 3,599 |
Spatial and Temporal Constrained Ranked Retrieval over Videos |
2022 |
VLDB |
6.92963e-05 |
| 3,610 |
EVA: A Symbolic Approach to Accelerating Exploratory Video Analytics with Materialized Views |
2022 |
SIGMOD |
6.919859e-05 |
| 3,624 |
SVQ: Streaming Video Queries |
2019 |
SIGMOD |
6.9013718e-05 |
| 4,212 |
SVQ++: Querying for Object Interactions in Video Streams |
2020 |
SIGMOD |
6.3494444e-05 |
| 4,221 |
Vaas: Video Analytics At Scale |
2020 |
VLDB |
6.3414314e-05 |
| 4,492 |
TASTI: Semantic Indexes for Machine Learning-based Queries over Unstructured Data |
2022 |
SIGMOD |
6.1374891e-05 |
| 4,565 |
Optimizing Video Analytics with Declarative Model Relationships |
2023 |
VLDB |
6.0746821e-05 |
| 4,642 |
VIVA: An End-to-End System for Interactive Video Analytics |
2022 |
CIDR |
6.0214283e-05 |
| 4,703 |
Accelerating Approximate Aggregation Queries with Expensive Predicates |
2021 |
VLDB |
5.9793615e-05 |
| 4,745 |
Rafiki: Machine Learning as an Analytics Service System |
2019 |
VLDB |
5.9466323e-05 |
| 4,749 |
ODIN: Automated Drift Detection and Recovery in Video Analytics |
2020 |
VLDB |
5.9428569e-05 |
| 4,865 |
OTIF: Efficient Tracker Pre-processing over Large Video Datasets |
2022 |
SIGMOD |
5.8627966e-05 |
| 4,909 |
A Method for Optimizing Opaque Filter Queries |
2020 |
SIGMOD |
5.8354189e-05 |
| 4,947 |
Evaluating Temporal Queries Over Video Feeds |
2021 |
SIGMOD |
5.8107138e-05 |
| 5,149 |
Abacus: A Cost-Based Optimizer for Semantic Operator Systems |
2026 |
VLDB |
5.655398e-05 |
| 5,669 |
Databases Unbound: Querying All of the World's Bytes with AI |
2024 |
VLDB |
5.3805024e-05 |
| 5,817 |
BlinkML: Efficient Maximum Likelihood Estimation with Probabilistic Guarantees |
2019 |
SIGMOD |
5.3154329e-05 |
| 6,282 |
Mixer: Efficiently Understanding and Retrieving Visual Content at Web-scale |
2021 |
VLDB |
5.1235353e-05 |
| 6,306 |
Seiden: Revisiting Query Processing in Video Database Systems |
2023 |
VLDB |
5.1146055e-05 |
| 6,590 |
Interactive Demonstration of Probabilistic Predicates |
2018 |
SIGMOD |
4.996343e-05 |
| 6,868 |
Extract-Transform-Load for Video Streams |
2023 |
VLDB |
4.8982283e-05 |
| 7,807 |
Scaling a Declarative Cluster Manager Architecture with Query Optimization Techniques |
2023 |
VLDB |
4.6417687e-05 |
| 7,911 |
Accelerating Aggregation Queries on Unstructured Streams of Data |
2023 |
VLDB |
4.6143141e-05 |
| 7,922 |
Video-zilla: An Indexing Layer for Large-Scale Video Analytics |
2022 |
SIGMOD |
4.6114931e-05 |
| 8,057 |
Biathlon: Harnessing Model Resilience for Accelerating ML Inference Pipelines |
2024 |
VLDB |
4.5903427e-05 |
| 8,242 |
Query-Driven Video Event Processing for the Internet of Multimedia Things |
2021 |
VLDB |
4.5467562e-05 |
| 8,272 |
TQVS: Temporal Queries over Video Streams in Action |
2020 |
SIGMOD |
4.5394894e-05 |
| 8,464 |
Semantic Operators and Their Optimization: Enabling LLM-Based Data Processing with Accuracy Guarantees in LOTUS |
2025 |
VLDB |
4.5003888e-05 |
| 8,646 |
Optimizing Video Selection LIMIT Queries With Commonsense Knowledge |
2024 |
VLDB |
4.4720866e-05 |
| 8,829 |
A Distributed System for Large-scale n-gram Language Models at Tencent |
2019 |
VLDB |
4.4364351e-05 |
| 9,129 |
Spatialyze: A Geospatial Video Analytics System with Spatial-Aware Optimizations |
2024 |
VLDB |
4.3861016e-05 |
| 9,301 |
Controlled Intentional Degradation in Analytical Video Systems |
2022 |
SIGMOD |
4.3558097e-05 |
| 9,767 |
TVM: A Tile-based Video Management Framework |
2024 |
VLDB |
4.2815042e-05 |
| 9,789 |
RALF: Accuracy-Aware Scheduling for Feature Store Maintenance |
2024 |
VLDB |
4.2786659e-05 |
| 9,989 |
Deep Research is the New Analytics System: Towards Building the Runtime for AI-Driven Analytics |
2026 |
CIDR |
4.1905499e-05 |
| 10,064 |
Cut Costs, Not Accuracy: LLM-Powered Data Processing with Guarantees |
2026 |
SIGMOD |
4.1905499e-05 |
| 10,215 |
Task Cascades for Efficient Unstructured Data Processing |
2026 |
SIGMOD |
4.1905499e-05 |
| 10,337 |
KEN: An Execution Engine for Unstructured Database Systems |
2026 |
VLDB |
4.1905499e-05 |
| 10,532 |
Scalable Complex Event Processing on Video Streams |
2025 |
SIGMOD |
4.1905499e-05 |
| 10,670 |
ArrayMorph: Optimizing Hyperslab Queries on the Cloud for Machine Learning Pipelines |
2025 |
VLDB |
4.1905499e-05 |