SSTD: A Distributed System on Streaming Spatio-Textual Data
Summary: SSTD is a distributed in-memory engine for continuous and snapshot spatio-textual stream queries with spatial, textual, and temporal predicates. Its QT (Quad-Text) tree jointly partitions query/data workloads, while adaptive rebalancing maintains throughput and robustness under distribution shifts. (summarized by gpt-5.6-luna on Jul 24 2026)
Incoming Non-self Citations Over Time
No non-self incoming citations found for this paper in this database.
Authors
- 1. Yue Chen (Nanyang Technological University)
- 2. Zhida Chen (Nanyang Technological University)
- 3. Gao Cong (Nanyang Technological University)
- 4. Ahmed R. Mahmood (Purdue University)
- 5. Walid G. Aref (Purdue University)
BibTeX Citation
@article{chen_vldb20,
title = {{SSTD: A Distributed System on Streaming Spatio-Textual Data}},
author = {Chen, Yue and Chen, Zhida and Cong, Gao and Mahmood, Ahmed R. and Aref, Walid G.},
journal = {PVLDB},
series = {{VLDB} '20},
volume = {13},
number = {11},
pages = {2284--2296},
doi = {10.14778/3407790.3407825},
url = {https://doi.org/10.14778/3407790.3407825},
year = {2020}
}Incoming Citations (Sorted by Pagerank)
Showing 2 of 2 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 9,688 | Points-of-Interest Relationship Inference with Spatial-enriched Graph Neural Networks | 2022 | VLDB | 5.1408423e-05 |
| 11,886 | Example-based Spatial Pattern Matching | 2022 | VLDB | 4.9793485e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 9 of 9 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 1,080 | Hadoop-GIS: A High Performance Spatial Data Warehousing System over MapReduce | 2013 | VLDB | 0.00012131978 |
| 1,178 | Simba: Efficient In-Memory Spatial Analytics | 2016 | SIGMOD | 0.00011632691 |
| 1,856 | Efficient Retrieval of the Top-k Most Relevant Spatial Web Objects | 2009 | VLDB | 9.4938262e-05 |
| 3,045 | Spatial Keyword Query Processing: An Experimental Evaluation | 2013 | VLDB | 7.72015e-05 |
| 3,731 | An Efficient Query Indexing Mechanism for Filtering Geo-Textual Data | 2013 | SIGMOD | 7.0676307e-05 |
| 4,513 | LocationSpark: A Distributed In-Memory Data Management System for Big Spatial Data | 2016 | VLDB | 6.565997e-05 |
| 5,526 | AQWA: Adaptive Query-Workload-Aware Partitioning of Big Spatial Data | 2015 | VLDB | 6.0937354e-05 |
| 7,933 | Tornado: A Distributed Spatio-Textual Stream Processing System | 2015 | VLDB | 5.4233012e-05 |
| 12,330 | Topic Exploration in Spatio-Temporal Document Collections | 2016 | SIGMOD | 4.9793485e-05 |
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