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Towards Cost-Optimal Query Processing in the Cloud

Summary: Model-based approach jointly considers workload, hardware heterogeneity, and price to select cost-efficient cloud instances. The framework targets cost-optimal query processing and guides cloud-native DB evolution toward cost-aware design. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
hb97bcfc95aced676
Venue
VLDB
Year
2021
Pagerank
8.9192007e-05
Overall Rank
2,162 | 85.51%
DOI
10.14778/3461535.3461549
PDF
Download (CC BY-NC-ND 4.0)

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@article{leis_vldb21,
        title = {{Towards Cost-Optimal Query Processing in the Cloud}},
        author = {Leis, Viktor and Kuschewski, Maximilian},
        journal = {PVLDB},
        series = {{VLDB} '21},
        volume = {14},
        number = {9},
        pages = {1606--1612},
        doi = {10.14778/3461535.3461549},
        url = {https://doi.org/10.14778/3461535.3461549},
        year = {2021}
}

Incoming Citations (Sorted by Pagerank)

Showing 23 of 23 citing papers.

Rank Citing Paper Year Venue Pagerank
1,791 Why TPC Is Not Enough: An Analysis of the Amazon Redshift Fleet 2024 VLDB 9.6212919e-05
2,239 BtrBlocks: Efficient Columnar Compression for Data Lakes 2023 SIGMOD 8.7753778e-05
3,303 Cloud Analytics Benchmark 2023 VLDB 7.4212268e-05
4,058 Exploiting Cloud Object Storage for High-Performance Analytics 2023 VLDB 6.8134824e-05
5,043 Fine-Grained Modeling and Optimization for Intelligent Resource Management in Big Data Processing 2022 VLDB 6.28918e-05
5,950 Doppler: Automated SKU Recommendation in Migrating SQL Workloads to the Cloud 2022 VLDB 5.9187223e-05
6,572 MotherDuck: DuckDB in the cloud and in the client 2024 CIDR 5.7274794e-05
6,658 Workload Insights From The Snowflake Data Cloud: What Do Production Analytic Queries Really Look Like? 2025 VLDB 5.7025639e-05
7,169 Cost-Intelligent Data Analytics in the Cloud 2024 CIDR 5.5789764e-05
8,026 A Spark Optimizer for Adaptive, Fine-Grained Parameter Tuning 2024 VLDB 5.3884724e-05
8,662 PBench: Workload Synthesizer with Real Statistics for Cloud Analytics Benchmarking 2025 VLDB 5.2781431e-05
8,686 Cost Modelling for Optimal Data Placement in Heterogeneous Main Memory 2022 VLDB 5.2730338e-05
9,014 Resource-Adaptive Query Execution with Paged Memory Management 2025 CIDR 5.2235585e-05
9,049 A Model for Query Execution Over Heterogeneous Instances 2024 CIDR 5.2153075e-05
9,243 CloudGlide: Deconstructing the Landscape of Cloud-Based Analytics 2025 VLDB 5.1864799e-05
9,350 On-Demand State Separation for Cloud Data Warehousing 2022 VLDB 5.1762083e-05
9,476 Saving Money for Analytical Workloads in the Cloud 2024 VLDB 5.157794e-05
9,995 Graph Transformers for Query Plan Representation: Potentials and Challenges 2025 VLDB 5.0845476e-05
10,347 Intra-Query Runtime Elasticity for Cloud-Native Data Analysis 2025 SIGMOD 5.0195882e-05
10,391 DQSim: Does the Task Assignment Slow Down Your Distributed Database System? 2027 SIGMOD 4.9605343e-05
10,426 Cloudspecs: Cloud Hardware Evolution Through the Looking Glass 2026 CIDR 4.9605343e-05
10,911 CrocSort: Resource-Efficient, Skew-Resilient Parallel External Merge Sort 2026 VLDB 4.9605343e-05
11,454 Accordion: Balancing Performance and Cost in Cloud-Native Data Analysis with Intra-Query Runtime Elasticity 2025 VLDB 4.9605343e-05
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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.

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