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Choosing A Cloud DBMS: Architectures and Tradeoffs

Summary: Cloud analytic DBMSs blend shared-storage with shared-nothing execution, revealing tradeoffs. On AWS with TPC-H, Redshift/Athena/Presto/Hive/Vertica favor S3 storage, ORC, and optional precompilation/caching to avoid penalizing ad hoc queries. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
11936
Venue
VLDB
Year
2019
Pagerank
6.7871241e-05
Overall Rank
3,753 | 73.90%
DOI
10.14778/3352063.3352133

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Incoming Citations (Sorted by Pagerank)

Showing 18 of 18 citing papers.

Rank Citing Paper Year Venue Pagerank
2,568 Towards Cost-Optimal Query Processing in the Cloud 2021 VLDB 8.5239227e-05
3,178 Why TPC Is Not Enough: An Analysis of the Amazon Redshift Fleet 2024 VLDB 7.4325992e-05
4,227 Cosine: A Cloud-Cost Optimized Self-Designing Key-Value Storage Engine 2022 VLDB 6.3434324e-05
4,667 FlexPushdownDB: Hybrid Pushdown and Caching in a Cloud DBMS 2021 VLDB 6.0116919e-05
4,717 Cloud Analytics Benchmark 2023 VLDB 5.9751539e-05
4,870 Exploiting Cloud Object Storage for High-Performance Analytics 2023 VLDB 5.8613885e-05
5,634 Intelligent Scaling in Amazon Redshift 2024 SIGMOD 5.4000904e-05
6,279 Self-Organizing Data Containers 2022 CIDR 5.1295282e-05
7,889 Cost-Intelligent Data Analytics in the Cloud 2024 CIDR 4.6253386e-05
8,785 Bringing Cloud-Native Storage to SAP IQ 2021 SIGMOD 4.4522556e-05
9,125 On-Demand State Separation for Cloud Data Warehousing 2022 VLDB 4.3917246e-05
9,601 SkyPIE: A Fast & Accurate Oracle for Object Placement 2024 SIGMOD 4.3177432e-05
9,848 Saving Money for Analytical Workloads in the Cloud 2024 VLDB 4.2721228e-05
9,975 Cloudspecs: Cloud Hardware Evolution Through the Looking Glass 2026 CIDR 4.1945683e-05
10,402 CloudJump II: Optimizing Cloud Databases for Shared Storage 2025 SIGMOD 4.1945683e-05
10,846 Disaggregation: A New Architecture for Cloud Databases 2025 VLDB 4.1945683e-05
10,852 CloudGlide: Deconstructing the Landscape of Cloud-Based Analytics 2025 VLDB 4.1945683e-05
11,594 TRACER: A Framework for Facilitating Accurate and Interpretable Analytics for High Stakes Applications 2020 SIGMOD 4.1945683e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 10 of 10 cited papers.

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

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