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

Summary: Eigen: a cloud-native hierarchical manager modeling allocations as resource flow and using three end-to-end optimizers for geo-distributed DB clusters. In production (30+ regions), it lifts allocation ratio 60%→87% (+27%) with delayed provisions <0.1% and reduced scheduling latency. (summarized by gpt-5-mini on Feb 09 2026)

Paper ID: 13208
Venue: VLDB
Year: 2023
Pagerank: 6.045723e-05
Overall Rank: 4,616 | 67.89%
DOI: 10.14778/3611540.3611565

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 10 of 10 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
5,566	Solver-In-The-Loop Cluster Resource Management for Database-as-a-Service	2023	VLDB	5.4316888e-05
5,993	DLRover-RM: Resource Optimization for Deep Recommendation Models Training in the Cloud	2024	VLDB	5.2415551e-05
6,062	Flexible Resource Allocation for Relational Database-as-a-Service	2023	VLDB	5.2302798e-05
8,658	Modernization of Databases in the Cloud Era: Building Databases that Run like Legos	2023	VLDB	4.4729338e-05
8,688	NeurDB: On the Design and Implementation of an AI-powered Autonomous Database	2025	CIDR	4.4673127e-05
9,789	Eigen+: Memory Over-Subscription for Alibaba Cloud Databases	2025	SIGMOD	4.2818172e-05
9,973	End-to-End Declarative Data Analytics: Co-designing Engines, Interfaces, and Cloud Infrastructure	2026	CIDR	4.1945683e-05
10,400	ABase: the Multi-Tenant NoSQL Serverless Database for Diverse and Dynamic Workloads in Large-scale Cloud Environments	2025	SIGMOD	4.1945683e-05
10,932	Flux: Decoupled Auto-Scaling for Heterogeneous Query Workload in Alibaba AnalyticDB	2024	SIGMOD	4.1945683e-05
11,081	Towards Millions of Database Transmission Services in the Cloud	2024	VLDB	4.1945683e-05

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
1,501	P-Store: An Elastic Database System with Predictive Provisioning	2018	SIGMOD	0.00011664869
1,684	Fuxi: a Fault-Tolerant Resource Management and Job Scheduling System at Internet Scale	2014	VLDB	0.0001091857
2,375	Moneyball: Proactive Auto-Scaling in Microsoft Azure SQL Database Serverless	2022	VLDB	8.9452359e-05

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Overall Rank	Paper	Year	Venue	Pagerank
2,568	Towards Cost-Optimal Query Processing in the Cloud	2021	VLDB	8.5239227e-05
10,408	Managed Resource Scaling in Amazon EMR	2025	SIGMOD	4.1945683e-05
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4,549	Database-Agnostic Workload Management	2019	CIDR	6.0926728e-05
12,126	CloudAlloc: A Monitoring and Reservation System for Compute Clusters	2012	SIGMOD	4.1945683e-05
1,322	Automated Demand-driven Resource Scaling in Relational Database-as-a-Service	2016	SIGMOD	0.00012610912
6,062	Flexible Resource Allocation for Relational Database-as-a-Service	2023	VLDB	5.2302798e-05
9,789	Eigen+: Memory Over-Subscription for Alibaba Cloud Databases	2025	SIGMOD	4.2818172e-05