Visual Road: A Video Data Management Benchmark
Summary: Visual Road provides a scalable video data management benchmark with a realistic, automatically generated, annotated video corpus and a city-scale data generator. It targets real-time, longitudinal analytics, traditional video, and 360-degree VDBMSs, enabling cross-system performance evaluation demonstrated on three recent systems. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Brandon Haynes
- 2. Amrita Mazumdar
- 3. Magdalena Balazinska
- 4. Luis Ceze
- 5. Alvin Cheung
Incoming Citations (Sorted by Pagerank)
Showing 10 of 10 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 4,269 | VSS: A Storage System for Video Analytics | 2021 | SIGMOD | 6.306798e-05 |
| 4,950 | Evaluating Temporal Queries Over Video Feeds | 2021 | SIGMOD | 5.8104133e-05 |
| 5,039 | VisualWorldDB: A DBMS for the Visual World | 2020 | CIDR | 5.7425824e-05 |
| 6,130 | VOCAL: Video Organization and Interactive Compositional AnaLytics | 2022 | CIDR | 5.1962107e-05 |
| 6,182 | Top-K Deep Video Analytics: A Probabilistic Approach | 2021 | SIGMOD | 5.1682689e-05 |
| 8,293 | Challenges and Opportunities for Autonomous Vehicle Query Systems | 2021 | CIDR | 4.5435639e-05 |
| 8,383 | EQUI-VOCAL: Synthesizing Queries for Compositional Video Events from Limited User Interactions | 2023 | VLDB | 4.5307128e-05 |
| 9,751 | Co-movement Pattern Mining from Videos | 2024 | VLDB | 4.2897489e-05 |
| 9,768 | DoveDB: A Declarative and Low-Latency Video Database | 2023 | VLDB | 4.2856106e-05 |
| 10,103 | Query-Aware Path Inference from Spatial Videos | 2026 | SIGMOD | 4.1945683e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 6 of 6 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 360 | BLOCKBENCH: A Framework for Analyzing Private Blockchains | 2017 | SIGMOD | 0.00025790132 |
| 536 | The LDBC Social Network Benchmark: Interactive Workload | 2015 | SIGMOD | 0.00020722862 |
| 600 | Linear Road: A Stream Data Management Benchmark | 2004 | VLDB | 0.0001938744 |
| 5,290 | LightDB: A DBMS for Virtual Reality Video | 2018 | VLDB | 5.5828169e-05 |
| 6,590 | Interactive Demonstration of Probabilistic Predicates | 2018 | SIGMOD | 5.0010949e-05 |
| 11,781 | VisualCloud Demonstration: A DBMS for Virtual Reality | 2017 | SIGMOD | 4.1945683e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 6,315 | Seiden: Revisiting Query Processing in Video Database Systems | 2023 | VLDB | 5.1142298e-05 |
| 14,077 | VisDB: A System for Visualizing Large Databases | 1995 | SIGMOD | - |
| 5,264 | SeeDB: Visualizing Database Queries Efficiently | 2014 | VLDB | 5.597302e-05 |
| 10,366 | An Adaptive Benchmark for Modeling User Exploration of Large Datasets | 2025 | SIGMOD | 4.1945683e-05 |
| 5,290 | LightDB: A DBMS for Virtual Reality Video | 2018 | VLDB | 5.5828169e-05 |
| 9,768 | DoveDB: A Declarative and Low-Latency Video Database | 2023 | VLDB | 4.2856106e-05 |
| 11,781 | VisualCloud Demonstration: A DBMS for Virtual Reality | 2017 | SIGMOD | 4.1945683e-05 |
| 600 | Linear Road: A Stream Data Management Benchmark | 2004 | VLDB | 0.0001938744 |
| 13,257 | Demonstration of Apperception: A Database Management System for Geospatial Video Data | 2021 | VLDB | - |
| 5,039 | VisualWorldDB: A DBMS for the Visual World | 2020 | CIDR | 5.7425824e-05 |