| 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 |
| 3,666 |
VSS: A Storage System for Video Analytics |
2021 |
SIGMOD |
7.2781557e-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 |
| 4,163 |
VIVA: An End-to-End System for Interactive Video Analytics |
2022 |
CIDR |
6.9245802e-05 |
| 4,362 |
Serving and Optimizing Machine Learning Workflows on Heterogeneous Infrastructures |
2023 |
VLDB |
6.8104929e-05 |
| 4,509 |
FiGO: Fine-Grained Query Optimization in Video Analytics |
2022 |
SIGMOD |
6.7228506e-05 |
| 4,565 |
Optimizing Machine Learning Inference Queries with Correlative Proxy Models |
2022 |
VLDB |
6.6957176e-05 |
| 4,636 |
Zeus: Efficiently Localizing Actions in Videos using Reinforcement Learning |
2022 |
SIGMOD |
6.656002e-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 |
| 4,857 |
ThalamusDB: Approximate Query Processing on Multi-Modal Data |
2024 |
SIGMOD |
6.5412922e-05 |
| 5,735 |
Top-K Deep Video Analytics: A Probabilistic Approach |
2021 |
SIGMOD |
6.1681114e-05 |
| 5,739 |
Seiden: Revisiting Query Processing in Video Database Systems |
2023 |
VLDB |
6.1660357e-05 |
| 5,928 |
VOCAL: Video Organization and Interactive Compositional AnaLytics |
2022 |
CIDR |
6.1004421e-05 |
| 5,982 |
VergeDB: A Database for IoT Analytics on Edge Devices |
2021 |
CIDR |
6.0804979e-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 |
| 6,969 |
Aero: Adaptive Query Processing of ML Queries |
2025 |
SIGMOD |
5.7967544e-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 |
| 8,234 |
EQUI-VOCAL: Synthesizing Queries for Compositional Video Events from Limited User Interactions |
2023 |
VLDB |
5.527469e-05 |
| 8,351 |
Query-Driven Video Event Processing for the Internet of Multimedia Things |
2021 |
VLDB |
5.5022732e-05 |
| 8,392 |
DeepVQL: Deep Video Queries on PostgreSQL |
2023 |
VLDB |
5.4958075e-05 |
| 8,398 |
Challenges and Opportunities for Autonomous Vehicle Query Systems |
2021 |
CIDR |
5.4958075e-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 |
| 9,274 |
SketchQL: Video Moment Querying with a Visual Query Interface |
2024 |
SIGMOD |
5.3567959e-05 |
| 9,276 |
Controlled Intentional Degradation in Analytical Video Systems |
2022 |
SIGMOD |
5.3567665e-05 |
| 9,285 |
SketchQL Demonstration: Zero-shot Video Moment Querying with Sketches |
2024 |
VLDB |
5.3541789e-05 |
| 9,311 |
Interactive Demonstration of EVA |
2023 |
VLDB |
5.3490279e-05 |
| 9,758 |
TVM: A Tile-based Video Management Framework |
2024 |
VLDB |
5.2759752e-05 |
| 9,762 |
VOCALExplore: Pay-as-You-Go Video Data Exploration and Model Building |
2023 |
VLDB |
5.2759752e-05 |
| 9,763 |
Everest: A Top-K Deep Video Analytics System |
2022 |
SIGMOD |
5.2759752e-05 |
| 9,778 |
The Image Calculator: 10x Faster Image-AI Inference by Replacing JPEG with Self-designing Storage Format |
2024 |
SIGMOD |
5.2743647e-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 |
| 10,394 |
MAST: Towards Efficient Analytical Query Processing on Point Cloud Data |
2025 |
SIGMOD |
5.1725247e-05 |
| 10,512 |
Self-Enhancing Video Data Management System for Compositional Events with Large Language Models |
2025 |
SIGMOD |
5.1725247e-05 |
| 10,527 |
High-Throughput Ingestion for Video Warehouse: Comprehensive Configuration and Effective Exploration |
2025 |
SIGMOD |
5.1725247e-05 |
| 10,532 |
Scalable Complex Event Processing on Video Streams |
2025 |
SIGMOD |
5.1725247e-05 |
| 10,675 |
Déjà Vu: Efficient Video-Language Query Engine with Learning-based Inter-Frame Computation Reuse |
2025 |
VLDB |
5.1725247e-05 |
| 10,947 |
Predictive and Near-Optimal Sampling for View Materialization in Video Databases |
2024 |
SIGMOD |
5.1725247e-05 |
| 11,064 |
Optimizing Video Queries with Declarative Clues |
2024 |
VLDB |
5.1725247e-05 |
| 11,275 |
PAINE Demo: Optimizing Video Selection Queries With Commonsense Knowledge |
2023 |
VLDB |
5.1725247e-05 |