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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
8.817248e-05
Overall Rank
2,213 | 85.13%
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 22 of 22 citing papers.

Rank Citing Paper Year Venue Pagerank
1,834 Why TPC Is Not Enough: An Analysis of the Amazon Redshift Fleet 2024 VLDB 9.5349903e-05
2,317 BtrBlocks: Efficient Columnar Compression for Data Lakes 2023 SIGMOD 8.6492924e-05
3,311 Cloud Analytics Benchmark 2023 VLDB 7.4364696e-05
4,036 Exploiting Cloud Object Storage for High-Performance Analytics 2023 VLDB 6.8360867e-05
5,062 Fine-Grained Modeling and Optimization for Intelligent Resource Management in Big Data Processing 2022 VLDB 6.2896995e-05
5,938 Doppler: Automated SKU Recommendation in Migrating SQL Workloads to the Cloud 2022 VLDB 5.9383582e-05
6,563 MotherDuck: DuckDB in the cloud and in the client 2024 CIDR 5.7454485e-05
6,646 Workload Insights From The Snowflake Data Cloud: What Do Production Analytic Queries Really Look Like? 2025 VLDB 5.7214206e-05
7,163 Cost-Intelligent Data Analytics in the Cloud 2024 CIDR 5.5935766e-05
8,009 A Spark Optimizer for Adaptive, Fine-Grained Parameter Tuning 2024 VLDB 5.4063491e-05
8,643 PBench: Workload Synthesizer with Real Statistics for Cloud Analytics Benchmarking 2025 VLDB 5.2956539e-05
8,669 Cost Modelling for Optimal Data Placement in Heterogeneous Main Memory 2022 VLDB 5.2905276e-05
8,994 Resource-Adaptive Query Execution with Paged Memory Management 2025 CIDR 5.2408882e-05
9,053 A Model for Query Execution Over Heterogeneous Instances 2024 CIDR 5.2287012e-05
9,325 On-Demand State Separation for Cloud Data Warehousing 2022 VLDB 5.1933808e-05
9,962 Graph Transformers for Query Plan Representation: Potentials and Challenges 2025 VLDB 5.1014161e-05
10,190 Saving Money for Analytical Workloads in the Cloud 2024 VLDB 5.0628015e-05
10,319 Intra-Query Runtime Elasticity for Cloud-Native Data Analysis 2025 SIGMOD 5.0362412e-05
10,359 Cloudspecs: Cloud Hardware Evolution Through the Looking Glass 2026 CIDR 4.9769913e-05
10,850 CrocSort: Resource-Efficient, Skew-Resilient Parallel External Merge Sort 2026 VLDB 4.9769913e-05
11,401 Accordion: Balancing Performance and Cost in Cloud-Native Data Analysis with Intra-Query Runtime Elasticity 2025 VLDB 4.9769913e-05
11,439 CloudGlide: Deconstructing the Landscape of Cloud-Based Analytics 2025 VLDB 4.9769913e-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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