Solver-In-The-Loop Cluster Resource Management for Database-as-a-Service
Summary: Solver-in-the-loop DBaaS placement: cast minimizing service disruption (tenant moves, constraint violations) as a fast combinatorial optimization that models dynamic, high-variance tenant demands and move costs. Implemented in Service Fabric; substantially reduces moves and violations vs. prior managers. (summarized by gpt-5-mini on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Arnd Christian König
- 2. Yi Shan
- 3. Karan Newatia
- 4. Luke Marshall
- 5. Vivek Narasayya
Incoming Citations (Sorted by Pagerank)
Showing 5 of 5 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 8,735 | Vertically Autoscaling Monolithic Applications with CaaSPER: Scalable Container-as-a-Service Performance Enhanced Resizing Algorithm for the Cloud | 2024 | SIGMOD | 4.4520434e-05 |
| 8,738 | Tao: Improving Resource Utilization while Guaranteeing SLO in Multi-tenant Relational Database-as-a-Service | 2024 | SIGMOD | 4.4520434e-05 |
| 9,792 | Eigen+: Memory Over-Subscription for Alibaba Cloud Databases | 2025 | SIGMOD | 4.2777144e-05 |
| 10,411 | ABase: the Multi-Tenant NoSQL Serverless Database for Diverse and Dynamic Workloads in Large-scale Cloud Environments | 2025 | SIGMOD | 4.1905499e-05 |
| 10,419 | Managed Resource Scaling in Amazon EMR | 2025 | SIGMOD | 4.1905499e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 7 of 7 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 887 | Zephyr: Live Migration in Shared Nothing Databases for Elastic Cloud Platforms | 2011 | SIGMOD | 0.00015561082 |
| 1,120 | Albatross: Lightweight Elasticity in Shared Storage Databases for the Cloud using Live Data Migration | 2011 | VLDB | 0.00013846732 |
| 3,730 | RTP: Robust Tenant Placement for Elastic In-Memory Database Clusters | 2013 | SIGMOD | 6.8074151e-05 |
| 4,615 | Eigen: End-to-end Resource Optimization for Large-Scale Databases on the Cloud | 2023 | VLDB | 6.0410647e-05 |
| 5,729 | Survivability of Cloud Databases - Factors and Prediction | 2018 | SIGMOD | 5.3499416e-05 |
| 6,702 | Tenant Placement in Over-subscribed Database-as-a-Service Clusters | 2022 | VLDB | 4.9518701e-05 |
| 7,807 | Scaling a Declarative Cluster Manager Architecture with Query Optimization Techniques | 2023 | VLDB | 4.6417687e-05 |
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