Query-Driven Video Event Processing for the Internet of Multimedia Things
Summary: GNOSIS: a serverless, distributed platform for near-real-time video event detection via spatiotemporal queries. Converts video streams into an evolving graph, enabling event pattern matching with stateful/stateless support and QoS-aware optimizations. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Piyush Yadav
- 2. Dhaval Salwala
- 3. Felipe Arruda Pontes
- 4. Praneet Dhingra
- 5. Edward Curry
Incoming Citations (Sorted by Pagerank)
Showing 1 of 1 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 9,768 | DoveDB: A Declarative and Low-Latency Video Database | 2023 | VLDB | 4.2856106e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 3 of 3 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 316 | NoScope: Optimizing Neural Network Queries over Video at Scale | 2017 | VLDB | 0.00027988668 |
| 696 | BlazeIt: Optimizing Declarative Aggregation and Limit Queries for Neural Network-Based Video Analytics | 2020 | VLDB | 0.00018048935 |
| 4,213 | SVQ++: Querying for Object Interactions in Video Streams | 2020 | SIGMOD | 6.3553296e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 8,672 | Optimizing Video Selection LIMIT Queries With Commonsense Knowledge | 2024 | VLDB | 4.4710897e-05 |
| 7,922 | Video-zilla: An Indexing Layer for Large-Scale Video Analytics | 2022 | SIGMOD | 4.615892e-05 |
| 3,206 | Panorama: A Data System for Unbounded Vocabulary Querying over Video | 2020 | VLDB | 7.3826363e-05 |
| 3,620 | SVQ: Streaming Video Queries | 2019 | SIGMOD | 6.9084299e-05 |
| 316 | NoScope: Optimizing Neural Network Queries over Video at Scale | 2017 | VLDB | 0.00027988668 |
| 11,740 | Collaborative Edge and Cloud Neural Networks for Real-Time Video Processing | 2018 | VLDB | 4.1945683e-05 |
| 1,657 | Challenges and Opportunities in DNN-Based Video Analytics: A Demonstration of the BlazeIt Video Query Engine | 2019 | CIDR | 0.00010987105 |
| 10,523 | Scalable Complex Event Processing on Video Streams | 2025 | SIGMOD | 4.1945683e-05 |
| 11,061 | Optimizing Video Queries with Declarative Clues | 2024 | VLDB | 4.1945683e-05 |
| 4,950 | Evaluating Temporal Queries Over Video Feeds | 2021 | SIGMOD | 5.8104133e-05 |