Similarity Join over Array Data
Summary: First distributed array similarity join for multi-dimensional scientific data. Minimizes data transfer and network congestion, achieves load balancing without repartitioning/replication, and formalizes the operator with design, optimizations, and evaluation. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Weijie Zhao (University of California Merced)
- 2. Florin Rusu (Lawrence Berkeley National Laboratory; University of California Merced)
- 3. Bin Dong (Lawrence Berkeley National Laboratory)
- 4. Kesheng Wu (Lawrence Berkeley National Laboratory)
BibTeX Citation
@inproceedings{zhao_sigmod16,
title = {{Similarity Join over Array Data}},
author = {Zhao, Weijie and Rusu, Florin and Dong, Bin and Wu, Kesheng},
series = {{SIGMOD} '16},
booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
publisher = {Association for Computing Machinery},
doi = {10.1145/2882903.2915247},
url = {https://dl.acm.org/doi/10.1145/2882903.2915247},
year = {2016}
}
Incoming Citations (Sorted by Pagerank)
Showing 6 of 6 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 4,406 | Incremental View Maintenance over Array Data | 2017 | SIGMOD | 6.7191598e-05 |
| 6,596 | Near-Optimal Distributed Band-Joins through Recursive Partitioning | 2020 | SIGMOD | 5.828647e-05 |
| 7,715 | Cache-oblivious High-performance Similarity Join | 2019 | SIGMOD | 5.5606224e-05 |
| 7,961 | Array DBMS: Past, Present, and (Near) Future | 2021 | VLDB | 5.5181056e-05 |
| 10,912 | ArrayMorph: Optimizing Hyperslab Queries on the Cloud for Machine Learning Pipelines | 2025 | VLDB | 5.093636e-05 |
| 11,687 | Convergence of Array DBMS and Cellular Automata: A Road Traffic Simulation Case | 2021 | SIGMOD | 5.093636e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 15 of 15 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
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Semantically Similar Papers
| # | Overall Rank | Paper | Year | Venue |
|---|---|---|---|---|
| 1 | 7,715 | Cache-oblivious High-performance Similarity Join | 2019 | SIGMOD |
| 2 | 3,578 | Advanced Join Strategies for Large-Scale Distributed Computation | 2014 | VLDB |
| 3 | 3,671 | Exploiting MapReduce-based Similarity Joins | 2012 | SIGMOD |
| 4 | 2,926 | Distributed Join Algorithms on Thousands of Cores | 2017 | VLDB |
| 5 | 356 | Efficient Parallel Set-Similarity Joins Using MapReduce | 2010 | SIGMOD |
| 6 | 13,672 | Exploiting Database Similarity Joins for Metric Spaces | 2012 | VLDB |
| 7 | 4,260 | Set Similarity Joins on MapReduce: An Experimental Survey | 2018 | VLDB |
| 8 | 2,567 | ClusterJoin: A Similarity Joins Framework using Map-Reduce | 2014 | VLDB |
| 9 | 12,090 | Let's Rethink Join Optimization in Distributed Systems | 2015 | CIDR |
| 10 | 5,534 | Skew-Aware Join Optimization for Array Databases | 2015 | SIGMOD |