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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
12535
Venue
VLDB
Year
2021
Pagerank
8.7199754e-05
Overall Rank
2,344 | 83.92%
DOI
10.14778/3461535.3461549

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 21 of 21 citing papers.

Rank Citing Paper Year Venue Pagerank
2,408 Why TPC Is Not Enough: An Analysis of the Amazon Redshift Fleet 2024 VLDB 8.6154404e-05
2,788 BtrBlocks: Efficient Columnar Compression for Data Lakes 2023 SIGMOD 8.1205155e-05
3,838 Cloud Analytics Benchmark 2023 VLDB 7.0823175e-05
4,103 Exploiting Cloud Object Storage for High-Performance Analytics 2023 VLDB 6.8993506e-05
5,388 Fine-Grained Modeling and Optimization for Intelligent Resource Management in Big Data Processing 2022 VLDB 6.2362811e-05
6,177 Doppler: Automated SKU Recommendation in Migrating SQL Workloads to the Cloud 2022 VLDB 5.9496208e-05
6,481 MotherDuck: DuckDB in the cloud and in the client 2024 CIDR 5.8669399e-05
7,589 Cost-Intelligent Data Analytics in the Cloud 2024 CIDR 5.5907048e-05
8,579 Cost Modelling for Optimal Data Placement in Heterogeneous Main Memory 2022 VLDB 5.4087323e-05
8,615 A Spark Optimizer for Adaptive, Fine-Grained Parameter Tuning 2024 VLDB 5.4005602e-05
8,818 Resource-Adaptive Query Execution with Paged Memory Management 2025 CIDR 5.3637177e-05
8,846 Workload Insights From The Snowflake Data Cloud: What Do Production Analytic Queries Really Look Like? 2025 VLDB 5.3580184e-05
8,887 A Model for Query Execution Over Heterogeneous Instances 2024 CIDR 5.3512451e-05
9,154 On-Demand State Separation for Cloud Data Warehousing 2022 VLDB 5.3123022e-05
9,777 PBench: Workload Synthesizer with Real Statistics for Cloud Analytics Benchmarking 2025 VLDB 5.2209769e-05
10,000 Saving Money for Analytical Workloads in the Cloud 2024 VLDB 5.1814573e-05
10,123 Cloudspecs: Cloud Hardware Evolution Through the Looking Glass 2026 CIDR 5.093636e-05
10,768 Intra-Query Runtime Elasticity for Cloud-Native Data Analysis 2025 SIGMOD 5.093636e-05
11,031 Accordion: Balancing Performance and Cost in Cloud-Native Data Analysis with Intra-Query Runtime Elasticity 2025 VLDB 5.093636e-05
11,076 CloudGlide: Deconstructing the Landscape of Cloud-Based Analytics 2025 VLDB 5.093636e-05
11,083 Graph Transformers for Query Plan Representation: Potentials and Challenges 2025 VLDB 5.093636e-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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