STAR: A Distributed Stream Warehouse System for Spatial Data
Summary: STAR is a distributed in-memory spatial data stream warehouse enabling real-time analytics over rapid spatial streams. Novelty: distributed materialized views for spatial aggregates and dynamic load adjustment for scalable, adaptive processing on EC2 with real data. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Zhida Chen (Nanyang Technological University)
- 2. Gao Cong (Nanyang Technological University)
- 3. Walid G. Aref (Purdue University)
BibTeX Citation
@inproceedings{chen_sigmod20,
title = {{STAR: A Distributed Stream Warehouse System for Spatial Data}},
author = {Chen, Zhida and Cong, Gao and Aref, Walid G.},
series = {{SIGMOD} '20},
booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
publisher = {Association for Computing Machinery},
doi = {10.1145/3318464.3384699},
url = {https://dl.acm.org/doi/10.1145/3318464.3384699},
year = {2020}
}Incoming Citations (Sorted by Pagerank)
Showing 3 of 3 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 7,566 | Convolution and Cross-Correlation of Count Sketches Enables Fast Cardinality Estimation of Multi-Join Queries | 2024 | SIGMOD | 5.4952834e-05 |
| 8,671 | Enabling Window-Based Monotonic Graph Analytics with Reusable Transitional Results for Pattern-Consistent Queries | 2024 | VLDB | 5.2917782e-05 |
| 11,538 | A Universal Sketch for Estimating Heavy Hitters and Per-Element Frequency Moments in Data Streams with Bounded Deletions | 2024 | SIGMOD | 4.9793485e-05 |
Previous
Page 1 / 1
Next
Outgoing Citations (Sorted by Pagerank)
Showing 2 of 2 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 2,526 | Stream Warehousing with DataDepot | 2009 | SIGMOD | 8.3432541e-05 |
| 2,764 | How Good Are Modern Spatial Analytics Systems? | 2018 | VLDB | 8.0440088e-05 |
Previous
Page 1 / 1
Next
Semantically Similar Papers
| # | Overall Rank | Paper | Year | Venue |
|---|---|---|---|---|
| 1 | 5,959 | A Demonstration of ST-Hadoop: A MapReduce Framework for Big Spatio-temporal Data | 2017 | VLDB |
| 2 | 1,080 | Hadoop-GIS: A High Performance Spatial Data Warehousing System over MapReduce | 2013 | VLDB |
| 3 | 4,022 | STAR: Scaling Transactions through Asymmetric Replication | 2019 | VLDB |
| 4 | 7,933 | Tornado: A Distributed Spatio-Textual Stream Processing System | 2015 | VLDB |
| 5 | 2,858 | A Demonstration of SpatialHadoop: An Efficient MapReduce Framework for Spatial Data | 2013 | VLDB |
| 6 | 12,434 | A Demonstration of AQWA: Adaptive Query-Workload-Aware Partitioning of Big Spatial Data | 2015 | VLDB |
| 7 | 9,103 | STAR: Self-Tuning Aggregation for Scalable Monitoring | 2007 | VLDB |
| 8 | 12,422 | StarDB: A Large-Scale DBMS for Strings | 2015 | VLDB |
| 9 | 4,513 | LocationSpark: A Distributed In-Memory Data Management System for Big Spatial Data | 2016 | VLDB |
| 10 | 12,099 | SSTD: A Distributed System on Streaming Spatio-Textual Data | 2020 | VLDB |