Making Data Clouds Smarter at Keebo: Automated Warehouse Optimization using Data Learning

Summary: Fully automated, real-time warehouse optimization for cloud data warehouses via data-driven learning; lowers total cost while meeting performance goals. Learns from user/app interactions to autonomously tune compute, memory, scaling, suspend/resume, and self-correct. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: 6503
Venue: SIGMOD
Year: 2023
Pagerank: 4.402065e-05
Overall Rank: 9,074 | 36.88%
DOI: 10.1145/3555041.3589681

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 3 of 3 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
7,990	Blueprinting the Cloud: Unifying and Automatically Optimizing Cloud Data Infrastructures with BRAD	2024	VLDB	4.6117441e-05
10,491	Intra-Query Runtime Elasticity for Cloud-Native Data Analysis	2025	SIGMOD	4.1945683e-05
10,497	PilotDB: Database-Agnostic Online Approximate Query Processing with A Priori Error Guarantees	2025	SIGMOD	4.1945683e-05

Outgoing Citations (Sorted by Pagerank)

Showing 11 of 11 cited papers.

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

Rank	Cited Paper	Year	Venue	Pagerank
167	The Snowflake Elastic Data Warehouse	2016	SIGMOD	0.00039180521
183	Automatic Database Management System Tuning Through Large-scale Machine Learning	2017	SIGMOD	0.00036721403
333	Neo: A Learned Query Optimizer	2019	VLDB	0.00027206884
359	Self-Driving Database Management Systems	2017	CIDR	0.0002592783
426	Amazon Redshift and the Case for Simpler Data Warehouses	2015	SIGMOD	0.00023594359
2,156	SkinnerDB: Regret-Bounded Query Evaluation via Reinforcement Learning	2018	VLDB	9.4170209e-05
5,435	Materialized View and Index Selection Tool for Microsoft SQL Server 2000	2001	SIGMOD	5.5043441e-05
6,075	Opportunistic Physical Design for Big Data Analytics	2014	SIGMOD	5.223901e-05
6,757	KEA: Tuning an Exabyte-Scale Data Infrastructure	2021	SIGMOD	4.9372134e-05
7,047	Seagull: An Infrastructure for Load Prediction and Optimized Resource Allocation	2021	VLDB	4.8521181e-05
7,445	An Automated, Yet Interactive and Portable DB Designer	2010	SIGMOD	4.7278675e-05

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10,310	SafeLoad: Efficient Admission Control Framework for Identifying Memory-Overloading Queries in Cloud Data Warehouses	2026	VLDB	4.1945683e-05
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