Polaris: An Interactive and Scalable Data Infrastructure for Polar Science
Summary: Polaris targets polar-science workloads with a hierarchical spatio-temporal index and precomputed aggregates, exploiting spatial/temporal queries, unequal data importance, and aggregate dominance. Its prototype enables interactive, scalable access without bulk downloads or ad hoc scripts. (summarized by gpt-5.6-luna on Jul 24 2026)
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Authors
- 1. Yuchuan Huang (University of Minnesota)
- 2. Ana Elena Uribe (University of Minnesota)
- 3. Youssef Hussein (University of Minnesota)
- 4. Kareem Eldahshoury (University of Minnesota)
- 5. Grant Ogren (University of Minnesota)
- 6. Mohamed F. Mokbel (University of Minnesota)
BibTeX Citation
@article{huang_vldb25,
title = {{Polaris: An Interactive and Scalable Data Infrastructure for Polar Science}},
author = {Huang, Yuchuan and Uribe, Ana Elena and Hussein, Youssef and Eldahshoury, Kareem and Ogren, Grant and Mokbel, Mohamed F.},
journal = {PVLDB},
series = {{VLDB} '25},
volume = {18},
number = {11},
pages = {4644--4652},
doi = {10.14778/3749646.3749719},
url = {https://doi.org/10.14778/3749646.3749719},
year = {2025}
}Incoming Citations (Sorted by Pagerank)
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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 |
|---|---|---|---|---|
| 248 | Overview of SciDB: Large Scale Array Storage, Processing and Analysis | 2010 | SIGMOD | 0.00023189805 |
| 672 | The TileDB Array Data Storage Manager | 2017 | VLDB | 0.0001489638 |
| 741 | The Multidimensional Database System RasDaMan | 1998 | SIGMOD | 0.00014322786 |
| 3,243 | Efficient Processing of Window Queries in The Pyramid Data Structure | 1990 | PODS | 7.4986756e-05 |
| 3,731 | An Efficient Query Indexing Mechanism for Filtering Geo-Textual Data | 2013 | SIGMOD | 7.0676307e-05 |
| 4,134 | ST2B-tree: A Self-Tunable Spatio-Temporal B+-tree Index for Moving Objects | 2008 | SIGMOD | 6.787575e-05 |
| 4,790 | ChronosDB: Distributed, File Based, Geospatial Array DBMS | 2018 | VLDB | 6.4134808e-05 |
| 5,959 | A Demonstration of ST-Hadoop: A MapReduce Framework for Big Spatio-temporal Data | 2017 | VLDB | 5.933383e-05 |
| 8,088 | Array DBMS: Past, Present, and (Near) Future | 2021 | VLDB | 5.3942942e-05 |
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