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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
- 12347
- Venue
- VLDB
- Year
- 2021
- Pagerank
- 8.5239227e-05
- Overall Rank
- 2,568 | 82.14%
- 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 |
| 3,178 |
Why TPC Is Not Enough: An Analysis of the Amazon Redshift Fleet |
2024 |
VLDB |
7.4325992e-05 |
| 3,644 |
BtrBlocks: Efficient Columnar Compression for Data Lakes |
2023 |
SIGMOD |
6.8854928e-05 |
| 4,717 |
Cloud Analytics Benchmark |
2023 |
VLDB |
5.9751539e-05 |
| 4,870 |
Exploiting Cloud Object Storage for High-Performance Analytics |
2023 |
VLDB |
5.8613885e-05 |
| 5,368 |
Fine-Grained Modeling and Optimization for Intelligent Resource Management in Big Data Processing |
2022 |
VLDB |
5.5457532e-05 |
| 6,110 |
Doppler: Automated SKU Recommendation in Migrating SQL Workloads to the Cloud |
2022 |
VLDB |
5.2056003e-05 |
| 6,604 |
MotherDuck: DuckDB in the cloud and in the client |
2024 |
CIDR |
4.9971118e-05 |
| 7,889 |
Cost-Intelligent Data Analytics in the Cloud |
2024 |
CIDR |
4.6253386e-05 |
| 8,482 |
Cost Modelling for Optimal Data Placement in Heterogeneous Main Memory |
2022 |
VLDB |
4.5010191e-05 |
| 8,617 |
A Spark Optimizer for Adaptive, Fine-Grained Parameter Tuning |
2024 |
VLDB |
4.4846425e-05 |
| 8,798 |
Resource-Adaptive Query Execution with Paged Memory Management |
2025 |
CIDR |
4.4489415e-05 |
| 8,861 |
A Model for Query Execution Over Heterogeneous Instances |
2024 |
CIDR |
4.4331977e-05 |
| 8,884 |
Workload Insights From The Snowflake Data Cloud: What Do Production Analytic Queries Really Look Like? |
2025 |
VLDB |
4.4283999e-05 |
| 9,125 |
On-Demand State Separation for Cloud Data Warehousing |
2022 |
VLDB |
4.3917246e-05 |
| 9,848 |
Saving Money for Analytical Workloads in the Cloud |
2024 |
VLDB |
4.2721228e-05 |
| 9,975 |
Cloudspecs: Cloud Hardware Evolution Through the Looking Glass |
2026 |
CIDR |
4.1945683e-05 |
| 10,491 |
Intra-Query Runtime Elasticity for Cloud-Native Data Analysis |
2025 |
SIGMOD |
4.1945683e-05 |
| 10,707 |
PBench: Workload Synthesizer with Real Statistics for Cloud Analytics Benchmarking |
2025 |
VLDB |
4.1945683e-05 |
| 10,804 |
Accordion: Balancing Performance and Cost in Cloud-Native Data Analysis with Intra-Query Runtime Elasticity |
2025 |
VLDB |
4.1945683e-05 |
| 10,852 |
CloudGlide: Deconstructing the Landscape of Cloud-Based Analytics |
2025 |
VLDB |
4.1945683e-05 |
| 10,859 |
Graph Transformers for Query Plan Representation: Potentials and Challenges |
2025 |
VLDB |
4.1945683e-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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