Polyglot Data Management: State of the Art & Open Challenges
Summary: Polyglot data management via common interfaces across heterogeneous stores; surveys state-of-the-art, taxonomies, and approaches. Reviews selected systems, compares features, discusses three motivating use cases, and highlights open challenges for multi-store data management. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Felix Kiehn (University of Hamburg)
- 2. Mareike Schmidt (University of Hamburg)
- 3. Daniel Glake (Hamburg University of Applied Science; University of Hamburg)
- 4. Fabian Panse (University of Hamburg)
- 5. Wolfram Wingerath (University of Oldenburg)
- 6. Benjamin Wollmer (Baqend; University of Hamburg)
- 7. Martin Poppinga (University of Hamburg)
- 8. Norbert Ritter (University of Hamburg)
BibTeX Citation
@article{kiehn_vldb22,
title = {{Polyglot Data Management: State of the Art \& Open Challenges}},
author = {Kiehn, Felix and Schmidt, Mareike and Glake, Daniel and Panse, Fabian and Wingerath, Wolfram and Wollmer, Benjamin and Poppinga, Martin and Ritter, Norbert},
journal = {PVLDB},
series = {{VLDB} '22},
volume = {15},
number = {12},
pages = {3750--3753},
doi = {10.14778/3554821.3554891},
url = {https://doi.org/10.14778/3554821.3554891},
year = {2022}
}Incoming Citations (Sorted by Pagerank)
Showing 1 of 1 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 11,258 | Accio: Bolt-on Query Federation | 2025 | VLDB | 4.9793485e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 10 of 10 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 23 | Spark SQL: Relational Data Processing in Spark | 2015 | SIGMOD | 0.00055406774 |
| 120 | HadoopDB: An Architectural Hybrid of MapReduce and DBMS Technologies for Analytical Workloads | 2009 | VLDB | 0.000311132 |
| 1,751 | Split Query Processing in Polybase | 2013 | SIGMOD | 9.7291888e-05 |
| 3,339 | Optimizing Analytic Data Flows for Multiple Execution Engines | 2012 | SIGMOD | 7.4080114e-05 |
| 3,402 | RHEEM: Enabling Cross-Platform Data Processing - May The Big Data Be With You! - | 2018 | VLDB | 7.3304477e-05 |
| 3,685 | The Myria Big Data Management and Analytics System and Cloud Service | 2017 | CIDR | 7.0988339e-05 |
| 3,933 | Operator Placement for In-Network Stream Query Processing | 2005 | PODS | 6.9176947e-05 |
| 5,091 | Towards Scalable Hybrid Stores: Constraint-Based Rewriting to the Rescue | 2019 | SIGMOD | 6.2797352e-05 |
| 9,330 | QUEPA: QUerying and Exploring a Polystore by Augmentation | 2016 | SIGMOD | 5.1922811e-05 |
| 9,332 | Odyssey: A Multi-Store System for Evolutionary Analytics | 2013 | VLDB | 5.1922811e-05 |
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