Take me to your leader! Online Optimization of Distributed Storage Configurations
Summary: Workload-driven framework for online optimization of distributed storage configurations, dynamically tuning leader placement, replication roles, and replica locations across three optimization tiers. Applied to a Google-scale storage system, it yields up to 94% latency reduction for most client applications. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Artyom Sharov (Google; Technion)
- 2. Alexander Shraer (Google)
- 3. Arif Merchant (Google)
- 4. Murray Stokely (Google)
BibTeX Citation
@article{sharov_vldb15,
title = {{Take me to your leader! Online Optimization of Distributed Storage Configurations}},
author = {Sharov, Artyom and Shraer, Alexander and Merchant, Arif and Stokely, Murray},
journal = {PVLDB},
series = {{VLDB} '15},
volume = {8},
number = {12},
doi = {10.14778/2824032.2824047},
url = {https://doi.org/10.14778/2824032.2824047},
year = {2015}
}Incoming Citations (Sorted by Pagerank)
Showing 9 of 9 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 185 | CockroachDB: The Resilient Geo-Distributed SQL Database | 2020 | SIGMOD | 0.00026072278 |
| 3,717 | Enabling the Next Generation of Multi-Region Applications with CockroachDB | 2022 | SIGMOD | 7.0723943e-05 |
| 4,261 | MorphoSys: Automatic Physical Design Metamorphosis for Distributed Database Systems | 2020 | VLDB | 6.6992113e-05 |
| 7,084 | KEA: Tuning an Exabyte-Scale Data Infrastructure | 2021 | SIGMOD | 5.6029455e-05 |
| 8,260 | LEGOStore: A Linearizable Geo-Distributed Store Combining Replication and Erasure Coding | 2022 | VLDB | 5.3662671e-05 |
| 9,911 | SkyPIE: A Fast & Accurate Oracle for Object Placement | 2024 | SIGMOD | 5.1103839e-05 |
| 11,445 | PolyBase: Adapting to Data Affinity Changes in Geo-Replicated Database via Row-Level Consensus-Group Affiliation Re-Assignment | 2025 | VLDB | 4.9793485e-05 |
| 12,338 | DB-Risk: The Game of Global Database Placement | 2016 | SIGMOD | 4.9793485e-05 |
| 12,345 | The Challenges of Global-scale Data Management | 2016 | SIGMOD | 4.9793485e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 3 of 3 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 47 | PNUTS: Yahoo!'s Hosted Data Serving Platform | 2008 | VLDB | 0.00044066403 |
| 139 | Megastore: Providing Scalable, Highly Available Storage for Interactive Services | 2011 | CIDR | 0.00029480065 |
| 4,643 | Where in the World is My Data? | 2011 | VLDB | 6.4891582e-05 |
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