Efficient Reachability Query Evaluation in Large Spatiotemporal Contact Datasets
Summary: Introduces reachability queries over disk-resident spatiotemporal contact datasets. ReachGrid constructs only query-relevant contact subgraphs, while ReachGraph uses multiscale precomputed reachability; disk-aware layouts yield 76% average gains over prior methods. (summarized by gpt-5.6-luna on Jul 24 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Houtan Shirani-Mehr (University of Southern California)
- 2. Farnoush Banaei-Kashani (University of Southern California)
- 3. Cyrus Shahabi (University of Southern California)
BibTeX Citation
@article{shiranimehr_vldb12,
title = {{Efficient Reachability Query Evaluation in Large Spatiotemporal Contact Datasets}},
author = {Shirani-Mehr, Houtan and Banaei-Kashani, Farnoush and Shahabi, Cyrus},
journal = {PVLDB},
series = {{VLDB} '12},
volume = {5},
number = {9},
pages = {848--859},
doi = {10.14778/2311906.2311912},
url = {https://doi.org/10.14778/2311906.2311912},
year = {2012}
}Incoming Citations (Sorted by Pagerank)
Showing 3 of 3 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 3,348 | Simple, Fast, and Scalable Reachability Oracle | 2013 | VLDB | 7.3926236e-05 |
| 12,502 | Folk-IS: Opportunistic Data Services in Least Developed Countries | 2014 | VLDB | 4.9793485e-05 |
| 13,765 | Estimating Spread of Contact-Based Contagions in a Population Through Sub-Sampling | 2021 | VLDB | - |
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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 |
|---|---|---|---|---|
| 447 | Scalable Network Distance Browsing in Spatial Databases | 2008 | SIGMOD | 0.00018159715 |
| 693 | GRAIL: Scalable Reachability Index for Large Graphs | 2010 | VLDB | 0.00014734389 |
| 2,911 | Indexing Large Trajectory Data Sets With SETI* | 2003 | CIDR | 7.8720638e-05 |
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