NashDB: Fragmentation, Replication, and Provisioning using Economic Methods
Summary: NashDB jointly automates fragmentation, replica allocation, and elastic cluster provisioning using economic/game-theoretic models. It adapts to shifting workloads in real time, optimizing query performance subject to an explicit user budget. (summarized by gpt-5.6-luna on Jul 24 2026)
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Authors
- 1. Ryan Marcus (Brandeis University)
- 2. Chi Zhang (Brandeis University)
- 3. Shuai Yu (Brandeis University)
- 4. Geoffrey Kao (Brandeis University)
- 5. Olga Papaemmanouil (Brandeis University)
BibTeX Citation
@article{marcus_vldb19,
title = {{NashDB: Fragmentation, Replication, and Provisioning using Economic Methods}},
author = {Marcus, Ryan and Zhang, Chi and Yu, Shuai and Kao, Geoffrey and Papaemmanouil, Olga},
journal = {PVLDB},
series = {{VLDB} '19},
volume = {12},
number = {12},
pages = {1830--1833},
doi = {10.14778/3352063.3352077},
url = {https://doi.org/10.14778/3352063.3352077},
year = {2019}
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Outgoing Citations (Sorted by Pagerank)
Showing 6 of 6 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 126 | Schism: a Workload-Driven Approach to Database Replication and Partitioning | 2010 | VLDB | 0.00030779127 |
| 887 | E-Store: Fine-Grained Elastic Partitioning for Distributed Transaction Processing Systems | 2015 | VLDB | 0.00013403455 |
| 2,240 | PerfEnforce Demonstration: Data Analytics with Performance Guarantees | 2016 | SIGMOD | 8.8846115e-05 |
| 2,363 | Clay: Fine-Grained Adaptive Partitioning for General Database Schemas | 2017 | VLDB | 8.6873235e-05 |
| 2,958 | WiSeDB: A Learning-based Workload Management Advisor for Cloud Databases | 2016 | VLDB | 7.9197796e-05 |
| 3,218 | Accordion: Elastic Scalability for Database Systems Supporting Distributed Transactions | 2014 | VLDB | 7.6312132e-05 |
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