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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
- 12348
- Venue
- VLDB
- Year
- 2021
- Pagerank
- 8.5522099e-05
- Overall Rank
- 2,553 | 82.26%
- DOI
-
10.14778/3461535.3461549
Incoming Non-self Citations Over Time
Incoming Citations (Sorted by Pagerank)
Showing 21 of 21 citing papers.
| Rank |
Citing Paper |
Year |
Venue |
Pagerank |
| 3,131 |
Why TPC Is Not Enough: An Analysis of the Amazon Redshift Fleet |
2024 |
VLDB |
7.5054309e-05 |
| 3,642 |
BtrBlocks: Efficient Columnar Compression for Data Lakes |
2023 |
SIGMOD |
6.8876984e-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 |
| 5,373 |
Fine-Grained Modeling and Optimization for Intelligent Resource Management in Big Data Processing |
2022 |
VLDB |
5.5410059e-05 |
| 6,113 |
Doppler: Automated SKU Recommendation in Migrating SQL Workloads to the Cloud |
2022 |
VLDB |
5.2006495e-05 |
| 6,605 |
MotherDuck: DuckDB in the cloud and in the client |
2024 |
CIDR |
4.9923144e-05 |
| 7,787 |
Cost-Intelligent Data Analytics in the Cloud |
2024 |
CIDR |
4.6468106e-05 |
| 8,481 |
Cost Modelling for Optimal Data Placement in Heterogeneous Main Memory |
2022 |
VLDB |
4.4967042e-05 |
| 8,585 |
A Spark Optimizer for Adaptive, Fine-Grained Parameter Tuning |
2024 |
VLDB |
4.4856045e-05 |
| 8,795 |
Resource-Adaptive Query Execution with Paged Memory Management |
2025 |
CIDR |
4.4446768e-05 |
| 8,861 |
A Model for Query Execution Over Heterogeneous Instances |
2024 |
CIDR |
4.4289485e-05 |
| 8,880 |
Workload Insights From The Snowflake Data Cloud: What Do Production Analytic Queries Really Look Like? |
2025 |
VLDB |
4.4254065e-05 |
| 9,123 |
On-Demand State Separation for Cloud Data Warehousing |
2022 |
VLDB |
4.3875153e-05 |
| 9,645 |
PBench: Workload Synthesizer with Real Statistics for Cloud Analytics Benchmarking |
2025 |
VLDB |
4.3067693e-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 |
| 10,501 |
Intra-Query Runtime Elasticity for Cloud-Native Data Analysis |
2025 |
SIGMOD |
4.1905499e-05 |
| 10,809 |
Accordion: Balancing Performance and Cost in Cloud-Native Data Analysis with Intra-Query Runtime Elasticity |
2025 |
VLDB |
4.1905499e-05 |
| 10,856 |
CloudGlide: Deconstructing the Landscape of Cloud-Based Analytics |
2025 |
VLDB |
4.1905499e-05 |
| 10,863 |
Graph Transformers for Query Plan Representation: Potentials and Challenges |
2025 |
VLDB |
4.1905499e-05 |
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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