| 329 |
Accelerating Machine Learning Inference with Probabilistic Predicates |
2018 |
SIGMOD |
0.00027249545 |
| 696 |
BlazeIt: Optimizing Declarative Aggregation and Limit Queries for Neural Network-Based Video Analytics |
2020 |
VLDB |
0.00018048935 |
| 1,388 |
MIRIS: Fast Object Track Queries in Video |
2020 |
SIGMOD |
0.00012260926 |
| 1,657 |
Challenges and Opportunities in DNN-Based Video Analytics: A Demonstration of the BlazeIt Video Query Engine |
2019 |
CIDR |
0.00010987105 |
| 1,963 |
DocETL: Agentic Query Rewriting and Evaluation for Complex Document Processing |
2025 |
VLDB |
9.929429e-05 |
| 2,533 |
DeepLens: Towards a Visual Data Management System |
2019 |
CIDR |
8.5899934e-05 |
| 2,863 |
Incremental and Approximate Inference for Faster Occlusion-based Deep CNN Explanations |
2019 |
SIGMOD |
7.9877991e-05 |
| 3,206 |
Panorama: A Data System for Unbounded Vocabulary Querying over Video |
2020 |
VLDB |
7.3826363e-05 |
| 3,293 |
Jointly Optimizing Preprocessing and Inference for DNN-based Visual Analytics |
2021 |
VLDB |
7.2629834e-05 |
| 3,558 |
Approximate Selection with Guarantees using Proxies |
2020 |
VLDB |
6.9765724e-05 |
| 3,604 |
Spatial and Temporal Constrained Ranked Retrieval over Videos |
2022 |
VLDB |
6.9301368e-05 |
| 3,606 |
EVA: A Symbolic Approach to Accelerating Exploratory Video Analytics with Materialized Views |
2022 |
SIGMOD |
6.9260354e-05 |
| 3,620 |
SVQ: Streaming Video Queries |
2019 |
SIGMOD |
6.9084299e-05 |
| 4,213 |
SVQ++: Querying for Object Interactions in Video Streams |
2020 |
SIGMOD |
6.3553296e-05 |
| 4,225 |
Vaas: Video Analytics At Scale |
2020 |
VLDB |
6.3469943e-05 |
| 4,501 |
TASTI: Semantic Indexes for Machine Learning-based Queries over Unstructured Data |
2022 |
SIGMOD |
6.137686e-05 |
| 4,567 |
Optimizing Video Analytics with Declarative Model Relationships |
2023 |
VLDB |
6.080526e-05 |
| 4,641 |
VIVA: An End-to-End System for Interactive Video Analytics |
2022 |
CIDR |
6.027004e-05 |
| 4,712 |
Accelerating Approximate Aggregation Queries with Expensive Predicates |
2021 |
VLDB |
5.9787986e-05 |
| 4,748 |
Rafiki: Machine Learning as an Analytics Service System |
2019 |
VLDB |
5.9526539e-05 |
| 4,751 |
ODIN: Automated Drift Detection and Recovery in Video Analytics |
2020 |
VLDB |
5.9485403e-05 |
| 4,865 |
OTIF: Efficient Tracker Pre-processing over Large Video Datasets |
2022 |
SIGMOD |
5.8684353e-05 |
| 4,909 |
A Method for Optimizing Opaque Filter Queries |
2020 |
SIGMOD |
5.8338804e-05 |
| 4,950 |
Evaluating Temporal Queries Over Video Feeds |
2021 |
SIGMOD |
5.8104133e-05 |
| 5,171 |
Abacus: A Cost-Based Optimizer for Semantic Operator Systems |
2026 |
VLDB |
5.6464993e-05 |
| 5,658 |
Databases Unbound: Querying All of the World's Bytes with AI |
2024 |
VLDB |
5.385675e-05 |
| 5,806 |
BlinkML: Efficient Maximum Likelihood Estimation with Probabilistic Guarantees |
2019 |
SIGMOD |
5.3200643e-05 |
| 6,285 |
Mixer: Efficiently Understanding and Retrieving Visual Content at Web-scale |
2021 |
VLDB |
5.1280578e-05 |
| 6,315 |
Seiden: Revisiting Query Processing in Video Database Systems |
2023 |
VLDB |
5.1142298e-05 |
| 6,590 |
Interactive Demonstration of Probabilistic Predicates |
2018 |
SIGMOD |
5.0010949e-05 |
| 6,877 |
Extract-Transform-Load for Video Streams |
2023 |
VLDB |
4.8974054e-05 |
| 7,805 |
Scaling a Declarative Cluster Manager Architecture with Query Optimization Techniques |
2023 |
VLDB |
4.6462265e-05 |
| 7,922 |
Video-zilla: An Indexing Layer for Large-Scale Video Analytics |
2022 |
SIGMOD |
4.615892e-05 |
| 7,928 |
Accelerating Aggregation Queries on Unstructured Streams of Data |
2023 |
VLDB |
4.613455e-05 |
| 8,080 |
Biathlon: Harnessing Model Resilience for Accelerating ML Inference Pipelines |
2024 |
VLDB |
4.5911668e-05 |
| 8,247 |
Query-Driven Video Event Processing for the Internet of Multimedia Things |
2021 |
VLDB |
4.5511197e-05 |
| 8,277 |
TQVS: Temporal Queries over Video Streams in Action |
2020 |
SIGMOD |
4.5436203e-05 |
| 8,469 |
Semantic Operators and Their Optimization: Enabling LLM-Based Data Processing with Accuracy Guarantees in LOTUS |
2025 |
VLDB |
4.5041113e-05 |
| 8,672 |
Optimizing Video Selection LIMIT Queries With Commonsense Knowledge |
2024 |
VLDB |
4.4710897e-05 |
| 8,829 |
A Distributed System for Large-scale n-gram Language Models at Tencent |
2019 |
VLDB |
4.4406886e-05 |
| 9,129 |
Spatialyze: A Geospatial Video Analytics System with Spatial-Aware Optimizations |
2024 |
VLDB |
4.3903093e-05 |
| 9,296 |
Controlled Intentional Degradation in Analytical Video Systems |
2022 |
SIGMOD |
4.3599613e-05 |
| 9,765 |
TVM: A Tile-based Video Management Framework |
2024 |
VLDB |
4.2856106e-05 |
| 9,786 |
RALF: Accuracy-Aware Scheduling for Feature Store Maintenance |
2024 |
VLDB |
4.2827012e-05 |
| 9,990 |
Deep Research is the New Analytics System: Towards Building the Runtime for AI-Driven Analytics |
2026 |
CIDR |
4.1945683e-05 |
| 10,064 |
Cut Costs, Not Accuracy: LLM-Powered Data Processing with Guarantees |
2026 |
SIGMOD |
4.1945683e-05 |
| 10,215 |
Task Cascades for Efficient Unstructured Data Processing |
2026 |
SIGMOD |
4.1945683e-05 |
| 10,325 |
KEN: An Execution Engine for Unstructured Database Systems |
2026 |
VLDB |
4.1945683e-05 |
| 10,523 |
Scalable Complex Event Processing on Video Streams |
2025 |
SIGMOD |
4.1945683e-05 |
| 10,662 |
ArrayMorph: Optimizing Hyperslab Queries on the Cloud for Machine Learning Pipelines |
2025 |
VLDB |
4.1945683e-05 |