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 |
|---|---|---|---|---|
| 4,265 | VSS: A Storage System for Video Analytics | 2021 | SIGMOD | 6.3012892e-05 |
| 4,947 | Evaluating Temporal Queries Over Video Feeds | 2021 | SIGMOD | 5.8107138e-05 |
| 5,038 | VisualWorldDB: A DBMS for the Visual World | 2020 | CIDR | 5.7376543e-05 |
| 6,122 | VOCAL: Video Organization and Interactive Compositional AnaLytics | 2022 | CIDR | 5.1966758e-05 |
| 6,184 | Top-K Deep Video Analytics: A Probabilistic Approach | 2021 | SIGMOD | 5.1636368e-05 |
| 8,286 | Challenges and Opportunities for Autonomous Vehicle Query Systems | 2021 | CIDR | 4.5392079e-05 |
| 8,382 | EQUI-VOCAL: Synthesizing Queries for Compositional Video Events from Limited User Interactions | 2023 | VLDB | 4.5263687e-05 |
| 9,750 | Co-movement Pattern Mining from Videos | 2024 | VLDB | 4.2856385e-05 |
| 9,770 | DoveDB: A Declarative and Low-Latency Video Database | 2023 | VLDB | 4.2815042e-05 |
| 10,103 | Query-Aware Path Inference from Spatial Videos | 2026 | SIGMOD | 4.1905499e-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 |
|---|---|---|---|---|
| 361 | BLOCKBENCH: A Framework for Analyzing Private Blockchains | 2017 | SIGMOD | 0.00025765318 |
| 530 | The LDBC Social Network Benchmark: Interactive Workload | 2015 | SIGMOD | 0.00020823189 |
| 601 | Linear Road: A Stream Data Management Benchmark | 2004 | VLDB | 0.00019372971 |
| 5,296 | LightDB: A DBMS for Virtual Reality Video | 2018 | VLDB | 5.5776987e-05 |
| 6,590 | Interactive Demonstration of Probabilistic Predicates | 2018 | SIGMOD | 4.996343e-05 |
| 11,789 | VisualCloud Demonstration: A DBMS for Virtual Reality | 2017 | SIGMOD | 4.1905499e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 6,306 | Seiden: Revisiting Query Processing in Video Database Systems | 2023 | VLDB | 5.1146055e-05 |
| 14,091 | VisDB: A System for Visualizing Large Databases | 1995 | SIGMOD | - |
| 5,263 | SeeDB: Visualizing Database Queries Efficiently | 2014 | VLDB | 5.5959099e-05 |
| 10,378 | An Adaptive Benchmark for Modeling User Exploration of Large Datasets | 2025 | SIGMOD | 4.1905499e-05 |
| 5,296 | LightDB: A DBMS for Virtual Reality Video | 2018 | VLDB | 5.5776987e-05 |
| 9,770 | DoveDB: A Declarative and Low-Latency Video Database | 2023 | VLDB | 4.2815042e-05 |
| 11,789 | VisualCloud Demonstration: A DBMS for Virtual Reality | 2017 | SIGMOD | 4.1905499e-05 |
| 601 | Linear Road: A Stream Data Management Benchmark | 2004 | VLDB | 0.00019372971 |
| 13,270 | Demonstration of Apperception: A Database Management System for Geospatial Video Data | 2021 | VLDB | - |
| 5,038 | VisualWorldDB: A DBMS for the Visual World | 2020 | CIDR | 5.7376543e-05 |