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Seron: Smart Query Router for Multi-Primary Cloud-Native Databases with Shared Storage

Summary: Seron is a workload-aware query router for shared-storage, multi-primary cloud databases, using two-stage, multi-granularity rules and conflict modeling to steer queries away from contention. Adaptive routing, deployed in GaussDB, cuts execution time by up to 61.7%. (summarized by gpt-5.6-luna on Aug 28 2026)

Paper ID
h7e70270e175ae669
Venue
VLDB
Year
2026
Pagerank
4.9793485e-05
Overall Rank
10,930 | 26.52%
DOI
10.14778/3827998.3828026

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Authors

BibTeX Citation

@article{huang_vldb26,
        title = {{Seron: Smart Query Router for Multi-Primary Cloud-Native Databases with Shared Storage}},
        author = {Huang, Yuwei and Li, Guoliang and Zhang, Jinyu},
        journal = {PVLDB},
        series = {{VLDB} '26},
        volume = {19},
        number = {12},
        pages = {4195--4208},
        doi = {10.14778/3827998.3828026},
        url = {https://doi.org/10.14778/3827998.3828026},
        year = {2026}
}

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Outgoing Citations (Sorted by Pagerank)

Showing 28 of 28 cited papers.

Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.

Rank Cited Paper Year Venue Pagerank
63 Amazon Aurora: Design Considerations for High Throughput Cloud-Native Relational Databases 2017 SIGMOD 0.00038531147
123 Schism: a Workload-Driven Approach to Database Replication and Partitioning 2010 VLDB 0.00030762995
185 CockroachDB: The Resilient Geo-Distributed SQL Database 2020 SIGMOD 0.00026072278
234 TiDB: A Raft-based HTAP Database 2020 VLDB 0.00023765806
543 Socrates: The New SQL Server in the Cloud 2019 SIGMOD 0.0001663263
1,343 PolarDB Serverless: A Cloud Native Database for Disaggregated Data Centers 2021 SIGMOD 0.00010963588
1,791 Greenplum: A Hybrid Database for Transactional and Analytical Workloads 2021 SIGMOD 9.6259014e-05
2,288 Clay: Fine-Grained Adaptive Partitioning for General Database Schemas 2017 VLDB 8.6912082e-05
2,305 Multi-dimensional Resource Scheduling for Parallel Queries 1996 SIGMOD 8.669801e-05
2,811 Horizontal Data Partitioning In Database Design 1982 SIGMOD 7.9818853e-05
2,812 OceanBase: A 707 Million tpmC Distributed Relational Database System 2022 VLDB 7.9811649e-05
4,011 Deployment of Query Plans on Multicores 2015 VLDB 6.8573269e-05
4,201 The Case for Distributed Shared-Memory Databases with RDMA-Enabled Memory Disaggregation 2023 VLDB 6.7375318e-05
4,388 Self-Tuning Query Scheduling for Analytical Workloads 2021 SIGMOD 6.6228033e-05
5,041 LSched: A Workload-Aware Learned Query Scheduler for Analytical Database Systems 2022 SIGMOD 6.3006152e-05
5,185 PolarDB-MP: A Multi-Primary Cloud-Native Database via Disaggregated Shared Memory 2024 SIGMOD 6.238732e-05
5,363 Taurus MM: bringing multi-master to the cloud 2023 VLDB 6.1608121e-05
6,604 GaussDB: A Cloud-Native Multi-Primary Database with Compute-Memory-Storage Disaggregation 2024 VLDB 5.7392648e-05
6,872 Distribution-Based Query Scheduling 2013 VLDB 5.6592113e-05
7,079 Understanding the Performance Implications of the Design Principles in Storage-Disaggregated Databases 2024 SIGMOD 5.6049309e-05
7,269 Decentralized Actor Scheduling and Reference-based Storage in Xorbits: a Native Scalable Data Science Engine 2025 VLDB 5.5694935e-05
8,047 Cloud Databases: New Techniques, Challenges, and Opportunities 2022 VLDB 5.4006048e-05
9,196 Disaggregation: A New Architecture for Cloud Databases 2025 VLDB 5.2098738e-05
9,606 TxnSails: Achieving Serializable Transaction Scheduling with Self-Adaptive Isolation Level Selection 2025 VLDB 5.1531256e-05
9,682 Progressive Partitioning for Parallelized Query Execution in Google’s Napa 2023 VLDB 5.1426922e-05
9,712 Chimera: Mitigating Ownership Transfers in Multi-Primary Shared-Storage Cloud-Native Databases 2025 VLDB 5.1370764e-05
10,148 Improving DBMS Scheduling Decisions with Accurate Performance Prediction on Concurrent Queries 2025 VLDB 5.0715586e-05
11,447 LASER: Buffer-Aware Learned Query Scheduling in Master-Standby Databases 2025 VLDB 4.9793485e-05
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