Characterizing Tenant Behavior for Placement and Crisis Mitigation in Multitenant DBMSs

Summary: Delphi: self-managing controller for multitenant DBMSs; Pythia learns tenant behavior and packing quality. Delphi detects crises and re-packs tenants to restore SLOs; Pythia yields >92% behavior accuracy and >86% packing accuracy, with 80% latency drop. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: 4715
Venue: SIGMOD
Year: 2013
Pagerank: 7.0539055e-05
Overall Rank: 3,479 | 75.80%
DOI: -

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 11 of 11 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
1,322	Automated Demand-driven Resource Scaling in Relational Database-as-a-Service	2016	SIGMOD	0.00012610912
2,731	CPU Sharing Techniques for Performance Isolation in Multi-tenant Relational Database-as-a-Service	2014	VLDB	8.2108797e-05
3,216	WiSeDB: A Learning-based Workload Management Advisor for Cloud Databases	2016	VLDB	7.3601267e-05
3,675	Accordion: Elastic Scalability for Database Systems Supporting Distributed Transactions	2014	VLDB	6.8555664e-05
4,961	Releasing Cloud Databases from the Chains of Performance Prediction Models	2017	CIDR	5.7984657e-05
5,719	Survivability of Cloud Databases - Factors and Prediction	2018	SIGMOD	5.3550742e-05
7,304	MRTuner: A Toolkit to Enable Holistic Optimization for MapReduce Jobs	2014	VLDB	4.7684491e-05
8,739	Vertically Autoscaling Monolithic Applications with CaaSPER: Scalable Container-as-a-Service Performance Enhanced Resizing Algorithm for the Cloud	2024	SIGMOD	4.456315e-05
9,946	Not for the Timid: On the Impact of Aggressive Over-booking in the Cloud	2016	VLDB	4.2431724e-05
11,487	Toto - Benchmarking the Efficiency of a Cloud Service	2021	SIGMOD	4.1945683e-05
11,635	Automated Performance Management for the Big Data Stack	2019	CIDR	4.1945683e-05

Outgoing Citations (Sorted by Pagerank)

Showing 6 of 6 cited papers.

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

Rank	Cited Paper	Year	Venue	Pagerank
570	Workload-Aware Database Monitoring and Consolidation	2011	SIGMOD	0.00019922274
664	Relational Cloud: A Database-as-a-Service for the Cloud	2011	CIDR	0.00018465843
718	Performance Prediction for Concurrent Database Workloads	2011	SIGMOD	0.0001763106
892	Zephyr: Live Migration in Shared Nothing Databases for Elastic Cloud Platforms	2011	SIGMOD	0.00015559876
2,887	The Design of the Force.com Multitenant Internet Application Development Platform	2009	SIGMOD	7.9599191e-05
3,370	Storage Workload Estimation for Database Management Systems	2007	SIGMOD	7.1704153e-05

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Overall Rank	Paper	Year	Venue	Pagerank
718	Performance Prediction for Concurrent Database Workloads	2011	SIGMOD	0.0001763106
4,961	Releasing Cloud Databases from the Chains of Performance Prediction Models	2017	CIDR	5.7984657e-05
3,730	RTP: Robust Tenant Placement for Elastic In-Memory Database Clusters	2013	SIGMOD	6.813168e-05
9,066	Tempo: Robust and Self-Tuning Resource Management in Multi-tenant Parallel Databases	2016	VLDB	4.4035481e-05
1,121	Albatross: Lightweight Elasticity in Shared Storage Databases for the Cloud using Live Data Migration	2011	VLDB	0.00013856011
12,093	DAX: A Widely Distributed Multi-tenant Storage Service for DBMS Hosting	2013	VLDB	4.1945683e-05
2,731	CPU Sharing Techniques for Performance Isolation in Multi-tenant Relational Database-as-a-Service	2014	VLDB	8.2108797e-05
5,566	Solver-In-The-Loop Cluster Resource Management for Database-as-a-Service	2023	VLDB	5.4316888e-05
1,322	Automated Demand-driven Resource Scaling in Relational Database-as-a-Service	2016	SIGMOD	0.00012610912
6,699	Tenant Placement in Over-subscribed Database-as-a-Service Clusters	2022	VLDB	4.9566258e-05