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: 6504
Venue: SIGMOD
Year: 2023
Pagerank: 4.3998185e-05
Overall Rank: 9,032 | 37.23%
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
7,994	Blueprinting the Cloud: Unifying and Automatically Optimizing Cloud Data Infrastructures with BRAD	2024	VLDB	4.607322e-05
9,238	PilotDB: Database-Agnostic Online Approximate Query Processing with A Priori Error Guarantees	2025	SIGMOD	4.3648789e-05
10,501	Intra-Query Runtime Elasticity for Cloud-Native Data Analysis	2025	SIGMOD	4.1905499e-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	0.00039408116
183	Automatic Database Management System Tuning Through Large-scale Machine Learning	2017	SIGMOD	0.00036859633
329	Neo: A Learned Query Optimizer	2019	VLDB	0.00027301488
371	Self-Driving Database Management Systems	2017	CIDR	0.00025382677
424	Amazon Redshift and the Case for Simpler Data Warehouses	2015	SIGMOD	0.00023604384
2,154	SkinnerDB: Regret-Bounded Query Evaluation via Reinforcement Learning	2018	VLDB	9.4176683e-05
5,445	Materialized View and Index Selection Tool for Microsoft SQL Server 2000	2001	SIGMOD	5.499851e-05
6,079	Opportunistic Physical Design for Big Data Analytics	2014	SIGMOD	5.2194019e-05
7,044	Seagull: An Infrastructure for Load Prediction and Optimized Resource Allocation	2021	VLDB	4.8475963e-05
7,099	KEA: Tuning an Exabyte-Scale Data Infrastructure	2021	SIGMOD	4.8263529e-05
7,445	An Automated, Yet Interactive and Portable DB Designer	2010	SIGMOD	4.7235588e-05

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11,087	Presto’s History-based Query Optimizer	2024	VLDB	4.1905499e-05
10,322	SafeLoad: Efficient Admission Control Framework for Identifying Memory-Overloading Queries in Cloud Data Warehouses	2026	VLDB	4.1905499e-05
7,099	KEA: Tuning an Exabyte-Scale Data Infrastructure	2021	SIGMOD	4.8263529e-05
9,839	Rapid Adoption of Cloud Data Warehouse Technology Using Datometry Hyper-Q	2018	SIGMOD	4.2698419e-05
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3,623	Cost Models for Big Data Query Processing: Learning, Retrofitting, and Our Findings	2020	SIGMOD	6.9017341e-05
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