Back to papers
Cost-Intelligent Data Analytics in the Cloud
Summary: Introduce 'cost intelligence'—treating monetary cost as a first-class optimization objective—and outline a cloud data-warehouse architecture to enable cost-aware analytics. Target two core challenges—automatic resource deployment and cost-oriented auto‑tuning—highlighting missing components and research opportunities.
(summarized by gpt-5-mini on Feb 09 2026)
- Paper ID
- 531
- Venue
- CIDR
- Year
- 2024
- Pagerank
- 4.6468106e-05
- Overall Rank
- 7,787 | 45.89%
- DOI
-
-
Incoming Non-self Citations Over Time
Incoming Citations (Sorted by Pagerank)
Showing 6 of 6 citing papers.
Outgoing Citations (Sorted by Pagerank)
Showing 25 of 25 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank |
Cited Paper |
Year |
Venue |
Pagerank |
| 167 |
The Snowflake Elastic Data Warehouse |
2016 |
SIGMOD |
0.00039408116 |
| 310 |
The Vertica Analytic Database: C-Store 7 Years Later |
2012 |
VLDB |
0.0002815547 |
| 371 |
Self-Driving Database Management Systems |
2017 |
CIDR |
0.00025382677 |
| 417 |
Morsel-Driven Parallelism: A NUMA-Aware Query Evaluation Framework for the Many-Core Age |
2014 |
SIGMOD |
0.00023734582 |
| 517 |
AutoAdmin "What-if" Index Analysis Utility |
1998 |
SIGMOD |
0.00021193179 |
| 704 |
Query-based Workload Forecasting for Self-Driving Database Management Systems |
2018 |
SIGMOD |
0.00017785557 |
| 876 |
Plan-Structured Deep Neural Network Models for Query Performance Prediction |
2019 |
VLDB |
0.00015660534 |
| 1,273 |
Amazon Redshift Re-invented |
2022 |
SIGMOD |
0.00012870386 |
| 1,324 |
Starling: A Scalable Query Engine on Cloud Functions |
2020 |
SIGMOD |
0.00012585081 |
| 2,420 |
Lambada: Interactive Data Analytics on Cold Data Using Serverless Cloud Infrastructure |
2020 |
SIGMOD |
8.8474951e-05 |
| 2,533 |
Velox: Meta’s Unified Execution Engine |
2022 |
VLDB |
8.5870599e-05 |
| 2,553 |
Towards Cost-Optimal Query Processing in the Cloud |
2021 |
VLDB |
8.5522099e-05 |
| 2,652 |
Multi-Objective Parametric Query Optimization |
2015 |
VLDB |
8.3662031e-05 |
| 2,693 |
Greenplum: A Hybrid Database for Transactional and Analytical Workloads |
2021 |
SIGMOD |
8.2845883e-05 |
| 3,150 |
The MemSQL Query Optimizer: A modern optimizer for real-time analytics in a distributed database |
2016 |
VLDB |
7.4765759e-05 |
| 3,623 |
Cost Models for Big Data Query Processing: Learning, Retrofitting, and Our Findings |
2020 |
SIGMOD |
6.9017341e-05 |
| 3,753 |
Choosing A Cloud DBMS: Architectures and Tradeoffs |
2019 |
VLDB |
6.7850001e-05 |
| 3,811 |
Changing the Face of Database Cloud Services with Personalized Service Level Agreements |
2015 |
CIDR |
6.7372095e-05 |
| 4,327 |
Big Metadata: When Metadata is Big Data |
2021 |
VLDB |
6.2765351e-05 |
| 4,587 |
MB2: Decomposed Behavior Modeling for Self-Driving Database Management Systems |
2021 |
SIGMOD |
6.0594195e-05 |
| 4,698 |
Schedule Optimization for Data Processing Flows on the Cloud |
2011 |
SIGMOD |
5.9835195e-05 |
| 4,876 |
Approximation Schemes for Many-Objective Query Optimization |
2014 |
SIGMOD |
5.8544467e-05 |
| 5,373 |
Fine-Grained Modeling and Optimization for Intelligent Resource Management in Big Data Processing |
2022 |
VLDB |
5.5410059e-05 |
| 7,386 |
Bubble Execution: Resource-aware Reliable Analytics at Cloud Scale |
2018 |
VLDB |
4.7398757e-05 |
| 9,662 |
Efficient Query Re-optimization with Judicious Subquery Selections |
2023 |
SIGMOD |
4.3056334e-05 |
Semantically Similar Papers
| Overall Rank |
Paper |
Year |
Venue |
Pagerank |
| 3,623 |
Cost Models for Big Data Query Processing: Learning, Retrofitting, and Our Findings |
2020 |
SIGMOD |
6.9017341e-05 |
| 13,438 |
Data Mining Algorithms as a Service in the Cloud: Exploiting Relational Database Systems |
2013 |
SIGMOD |
- |
| 9,839 |
Rapid Adoption of Cloud Data Warehouse Technology Using Datometry Hyper-Q |
2018 |
SIGMOD |
4.2698419e-05 |
| 8,150 |
Cloud Databases: New Techniques, Challenges, and Opportunities |
2022 |
VLDB |
4.5714701e-05 |
| 10,937 |
Native Cloud Object Storage in Db2 Warehouse: Implementing a Fast and Cost-Efficient Cloud Storage Architecture |
2024 |
SIGMOD |
4.1905499e-05 |
| 4,966 |
Releasing Cloud Databases from the Chains of Performance Prediction Models |
2017 |
CIDR |
5.7949047e-05 |
| 11,592 |
A Framework for Emulating Database Operations in Cloud Data Warehouses |
2020 |
SIGMOD |
4.1905499e-05 |
| 8,790 |
Database Optimization for the Cloud: Where Costs, Partial Results, and Consumer Choice Meet |
2015 |
CIDR |
4.4464049e-05 |
| 9,848 |
Saving Money for Analytical Workloads in the Cloud |
2024 |
VLDB |
4.2680295e-05 |
| 2,553 |
Towards Cost-Optimal Query Processing in the Cloud |
2021 |
VLDB |
8.5522099e-05 |