CloudGlide: Deconstructing the Landscape of Cloud-Based Analytics

Summary: CloudGlide: white-box simulation framework that couples a queueing-theoretic model with a discrete-event simulator to predict cost and latency of cloud analytics across provisioning, caching, scheduling, and pricing axes using real workload traces. Validated on industry traces and benchmarks to approximate diverse architectures and enable rapid what-if trade-off exploration without costly live deployments. (summarized by gpt-5-mini on Feb 09 2026)

Paper ID: 14209
Venue: VLDB
Year: 2025
Pagerank: 4.1945683e-05
Overall Rank: 10,852 | 24.51%
DOI: 10.14778/3773731.3773739

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Incoming Citations (Sorted by Pagerank)

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Rank	Citing Paper	Year	Venue	Pagerank

Outgoing Citations (Sorted by Pagerank)

Showing 33 of 33 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	Access Path Selection in a Relational Database Management System	1979	SIGMOD	0.0040449103
35	MonetDB/X100: Hyper-Pipelining Query Execution	2005	CIDR	0.00076197749
66	Spark SQL: Relational Data Processing in Spark	2015	SIGMOD	0.00061639801
71	How Good Are Query Optimizers, Really?	2016	VLDB	0.00059038975
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
1,071	Starfish: A Self-tuning System for Big Data Analytics	2011	CIDR	0.00014312777
1,206	Rack-Scale In-Memory Join Processing using RDMA	2015	SIGMOD	0.00013281657
1,284	Amazon Redshift Re-invented	2022	SIGMOD	0.00012837822
1,326	Starling: A Scalable Query Engine on Cloud Functions	2020	SIGMOD	0.00012576952
1,411	Communication Steps for Parallel Query Processing	2013	PODS	0.0001212565
1,827	An Inquiry into Machine Learning-based Automatic Configuration Tuning Services on Real-World Database Management Systems	2021	VLDB	0.00010390548
2,062	Dremel: A Decade of Interactive SQL Analysis at Web Scale	2020	VLDB	9.6481955e-05
2,234	PerfEnforce Demonstration: Data Analytics with Performance Guarantees	2016	SIGMOD	9.2272296e-05
2,424	Lambada: Interactive Data Analytics on Cold Data Using Serverless Cloud Infrastructure	2020	SIGMOD	8.8380822e-05
2,545	POLARIS: The Distributed SQL Engine in Azure Synapse	2020	VLDB	8.5725413e-05
2,568	Towards Cost-Optimal Query Processing in the Cloud	2021	VLDB	8.5239227e-05
2,691	Greenplum: A Hybrid Database for Transactional and Analytical Workloads	2021	SIGMOD	8.2909126e-05
3,178	Why TPC Is Not Enough: An Analysis of the Amazon Redshift Fleet	2024	VLDB	7.4325992e-05
3,753	Choosing A Cloud DBMS: Architectures and Tradeoffs	2019	VLDB	6.7871241e-05
4,593	Auto-WLM: Machine Learning Enhanced Workload Management in Amazon Redshift	2023	SIGMOD	6.0606891e-05
4,717	Cloud Analytics Benchmark	2023	VLDB	5.9751539e-05
5,634	Intelligent Scaling in Amazon Redshift	2024	SIGMOD	5.4000904e-05
5,640	AutoSteer: Learned Query Optimization for Any SQL Database	2023	VLDB	5.3933314e-05
7,889	Cost-Intelligent Data Analytics in the Cloud	2024	CIDR	4.6253386e-05
7,990	Blueprinting the Cloud: Unifying and Automatically Optimizing Cloud Data Infrastructures with BRAD	2024	VLDB	4.6117441e-05
8,861	A Model for Query Execution Over Heterogeneous Instances	2024	CIDR	4.4331977e-05
8,999	DBSeer: Pain-free Database Administration through Workload Intelligence	2015	VLDB	4.4117211e-05
9,186	Enterprise Application-Database Co-Innovation for Hybrid Transactional/Analytical Processing: A Virtual Data Model and Its Query Optimization Needs	2025	SIGMOD	4.3791424e-05
9,846	HyperBlocker: Accelerating Rule-based Blocking in Entity Resolution using GPUs	2025	VLDB	4.2721228e-05
9,848	Saving Money for Analytical Workloads in the Cloud	2024	VLDB	4.2721228e-05
10,415	SAP HANA Cloud: Data Management for Modern Enterprise Applications	2025	SIGMOD	4.1945683e-05
10,989	High-Performance Query Processing with NVMe Arrays: Spilling without Killing Performance	2024	SIGMOD	4.1945683e-05

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7,889	Cost-Intelligent Data Analytics in the Cloud	2024	CIDR	4.6253386e-05
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8,361	Cackle: Analytical Workload Cost and Performance Stability With Elastic Pools	2023	SIGMOD	4.5368524e-05
9,848	Saving Money for Analytical Workloads in the Cloud	2024	VLDB	4.2721228e-05
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