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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
11937
Venue
VLDB
Year
2019
Pagerank
6.7850001e-05
Overall Rank
3,753 | 73.92%
DOI
10.14778/3352063.3352133

Incoming Non-self Citations Over Time

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Incoming Citations (Sorted by Pagerank)

Showing 18 of 18 citing papers.

Rank Citing Paper Year Venue Pagerank
2,553 Towards Cost-Optimal Query Processing in the Cloud 2021 VLDB 8.5522099e-05
3,131 Why TPC Is Not Enough: An Analysis of the Amazon Redshift Fleet 2024 VLDB 7.5054309e-05
4,227 Cosine: A Cloud-Cost Optimized Self-Designing Key-Value Storage Engine 2022 VLDB 6.3381409e-05
4,672 FlexPushdownDB: Hybrid Pushdown and Caching in a Cloud DBMS 2021 VLDB 6.001444e-05
4,681 Cloud Analytics Benchmark 2023 VLDB 5.9953512e-05
4,873 Exploiting Cloud Object Storage for High-Performance Analytics 2023 VLDB 5.8557568e-05
5,643 Intelligent Scaling in Amazon Redshift 2024 SIGMOD 5.3949759e-05
6,237 Self-Organizing Data Containers 2022 CIDR 5.1371094e-05
7,787 Cost-Intelligent Data Analytics in the Cloud 2024 CIDR 4.6468106e-05
8,781 Bringing Cloud-Native Storage to SAP IQ 2021 SIGMOD 4.4479873e-05
9,123 On-Demand State Separation for Cloud Data Warehousing 2022 VLDB 4.3875153e-05
9,601 SkyPIE: A Fast & Accurate Oracle for Object Placement 2024 SIGMOD 4.3136057e-05
9,848 Saving Money for Analytical Workloads in the Cloud 2024 VLDB 4.2680295e-05
9,974 Cloudspecs: Cloud Hardware Evolution Through the Looking Glass 2026 CIDR 4.1905499e-05
10,413 CloudJump II: Optimizing Cloud Databases for Shared Storage 2025 SIGMOD 4.1905499e-05
10,850 Disaggregation: A New Architecture for Cloud Databases 2025 VLDB 4.1905499e-05
10,856 CloudGlide: Deconstructing the Landscape of Cloud-Based Analytics 2025 VLDB 4.1905499e-05
11,598 TRACER: A Framework for Facilitating Accurate and Interpretable Analytics for High Stakes Applications 2020 SIGMOD 4.1905499e-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.

Rank Cited Paper Year Venue Pagerank
59 Efficiently Compiling Efficient Query Plans for Modern Hardware 2011 VLDB 0.0006445664
70 Hive - A Warehousing Solution Over a Map-Reduce Framework 2009 VLDB 0.00059744625
156 Amazon Aurora: Design Considerations for High Throughput Cloud-Native Relational Databases 2017 SIGMOD 0.00040580118
167 The Snowflake Elastic Data Warehouse 2016 SIGMOD 0.00039408116
310 The Vertica Analytic Database: C-Store 7 Years Later 2012 VLDB 0.0002815547
424 Amazon Redshift and the Case for Simpler Data Warehouses 2015 SIGMOD 0.00023604384
931 An Evaluation of Alternative Architectures for Transaction Processing in the Cloud 2010 SIGMOD 0.00015228565
950 Runtime Measurements in the Cloud: Observing, Analyzing, and Reducing Variance 2010 VLDB 0.00015100872
1,410 An Experimental Comparison of Pregel-like Graph Processing Systems 2014 VLDB 0.00012127229
3,353 Eon Mode: Bringing the Vertica Columnar Database to the Cloud 2018 SIGMOD 7.1825176e-05
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