Tornado: A Distributed Spatio-Textual Stream Processing System
Summary: Tornado is a distributed in-memory spatio-textual stream processor extending Storm with adaptive index layer for real-time data. It redistributes load, supports semantic textual matching and dedup/fusion, and enables map-based queries over streams. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Ahmed R. Mahmood
- 2. Ahmed M. Aly
- 3. Thamir Qadah
- 4. El Kindi Rezig
- 5. Anas Daghistani
- 6. Amgad Madkour
- 7. Ahmed S. Abdelhamid
- 8. Mohamed S. Hassan
- 9. Walid G. Aref
- 10. Saleh Basalamah
Incoming Citations (Sorted by Pagerank)
Showing 6 of 6 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 5,790 | AQWA: Adaptive Query-Workload-Aware Partitioning of Big Spatial Data | 2015 | VLDB | 5.3269734e-05 |
| 8,709 | Incremental Partitioning for Efficient Spatial Data Analytics | 2022 | VLDB | 4.4638829e-05 |
| 9,041 | TreeSensing: Linearly Compressing Sketches with Flexibility | 2023 | SIGMOD | 4.4039656e-05 |
| 9,494 | Spatial Data Quality in the IoT Era: Management and Exploitation | 2022 | SIGMOD | 4.3341665e-05 |
| 11,602 | SSTD: A Distributed System on Streaming Spatio-Textual Data | 2020 | VLDB | 4.1945683e-05 |
| 11,774 | Query Processing Techniques for Big Spatial-Keyword Data | 2017 | SIGMOD | 4.1945683e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 1 of 1 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 2,300 | A Demonstration of SpatialHadoop: An Efficient MapReduce Framework for Spatial Data | 2013 | VLDB | 9.0677864e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 12,400 | Ad-Hoc Data Processing in the Cloud | 2008 | VLDB | 4.1945683e-05 |
| 4,650 | LocationSpark: A Distributed In-Memory Data Management System for Big Spatial Data | 2016 | VLDB | 6.0234336e-05 |
| 5,378 | Tweets as Data: Demonstration of TweeQL and TwitInfo | 2011 | SIGMOD | 5.5406941e-05 |
| 3,714 | An Efficient Query Indexing Mechanism for Filtering Geo-Textual Data | 2013 | SIGMOD | 6.8223298e-05 |
| 5,211 | Tornado: A System For Real-Time Iterative Analysis Over Evolving Data | 2016 | SIGMOD | 5.6284829e-05 |
| 9,019 | STAR: A Distributed Stream Warehouse System for Spatial Data | 2020 | SIGMOD | 4.4082606e-05 |
| 824 | Twitter Heron: Stream Processing at Scale | 2015 | SIGMOD | 0.0001623129 |
| 11,913 | STORM: Spatio-Temporal Online Reasoning and Management of Large Spatio-Temporal Data | 2015 | SIGMOD | 4.1945683e-05 |
| 288 | Storm @Twitter | 2014 | SIGMOD | 0.00028939871 |
| 11,602 | SSTD: A Distributed System on Streaming Spatio-Textual Data | 2020 | VLDB | 4.1945683e-05 |