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Eigen: End-to-end Resource Optimization for Large-Scale Databases on the Cloud

Summary: Eigen is a hierarchical, resource-flow-based system for end-to-end optimization of large, geo-distributed cloud database clusters. Production deployment combines three algorithms to raise allocation from 60% to 87% while keeping delayed provisioning below 0.1%. (summarized by gpt-5.6-luna on Jul 24 2026)

Paper ID
h0d9530b68bce68e1
Venue
VLDB
Year
2023
Pagerank
6.881274e-05
Overall Rank
3,958 | 73.47%
DOI
10.14778/3611540.3611565
PDF
Download (CC BY-NC-ND 4.0)

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@article{li_vldb23,
        title = {{Eigen: End-to-end Resource Optimization for Large-Scale Databases on the Cloud}},
        author = {Li, Ji You and Zhang, Jiachi and Zhou, Wenchao and Liu, Yuhang and Zhang, Shuai and Xue, Zhuoming and Xu, Ding and Fan, Hua and Zhou, Fangyuan and Li, Feifei},
        journal = {PVLDB},
        series = {{VLDB} '23},
        volume = {16},
        number = {12},
        pages = {3795--3807},
        doi = {10.14778/3611540.3611565},
        url = {https://doi.org/10.14778/3611540.3611565},
        year = {2023}
}

Incoming Citations (Sorted by Pagerank)

Showing 13 of 13 citing papers.

Rank Citing Paper Year Venue Pagerank
4,898 Solver-In-The-Loop Cluster Resource Management for Database-as-a-Service 2023 VLDB 6.3489037e-05
5,413 Flexible Resource Allocation for Relational Database-as-a-Service 2023 VLDB 6.1283496e-05
6,903 Modernization of Databases in the Cloud Era: Building Databases that Run like Legos 2023 VLDB 5.6363403e-05
7,120 DLRover-RM: Resource Optimization for Deep Recommendation Models Training in the Cloud 2024 VLDB 5.580601e-05
8,050 NeurDB: On the Design and Implementation of an AI-powered Autonomous Database 2025 CIDR 5.3839177e-05
9,950 ABase: the Multi-Tenant NoSQL Serverless Database for Diverse and Dynamic Workloads in Large-scale Cloud Environments 2025 SIGMOD 5.0910746e-05
10,163 Eigen+: Memory Over-Subscription for Alibaba Cloud Databases 2025 SIGMOD 5.0577637e-05
10,166 End-to-End Declarative Data Analytics: Co-designing Engines, Interfaces, and Cloud Infrastructure 2026 CIDR 5.0559291e-05
10,329 Flux: Decoupled Auto-Scaling for Heterogeneous Query Workload in Alibaba AnalyticDB 2024 SIGMOD 5.0241309e-05
10,826 A Resource-centric Analysis and Optimization of NoSQL Workloads using Distressed Resource Volume Metric 2026 VLDB 4.9605343e-05
11,013 Lakebase: Serverless Postgres over Open Lake Storage 2026 VLDB 4.9605343e-05
11,019 Narwhal: Breaking the Local Boundary via Disaggregated Memory Scheduling for Alibaba AnalyticDB 2026 VLDB 4.9605343e-05
11,663 Towards Millions of Database Transmission Services in the Cloud 2024 VLDB 4.9605343e-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
1,157 P-Store: An Elastic Database System with Predictive Provisioning 2018 SIGMOD 0.00011748784
2,004 Moneyball: Proactive Auto-Scaling in Microsoft Azure SQL Database Serverless 2022 VLDB 9.1854436e-05
2,181 Fuxi: a Fault-Tolerant Resource Management and Job Scheduling System at Internet Scale 2014 VLDB 8.9007414e-05
Previous Page 1 / 1 Next

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# Overall Rank Paper Year Venue
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7 12,663 CloudAlloc: A Monitoring and Reservation System for Compute Clusters 2012 SIGMOD
8 1,058 Automated Demand-driven Resource Scaling in Relational Database-as-a-Service 2016 SIGMOD
9 5,413 Flexible Resource Allocation for Relational Database-as-a-Service 2023 VLDB
10 10,163 Eigen+: Memory Over-Subscription for Alibaba Cloud Databases 2025 SIGMOD