Research Papers
Peer-reviewed research and working papers advancing the science of cloud financial management.
Cloud Unit Economics in the Age of AI
Chen, Martinez, Williams
This paper examines how the rise of AI workloads is reshaping cloud unit economics and proposes new frameworks for AI cost attribution.
The ROI of FinOps Programs: A Meta-Analysis
Foster, Kim, Okonkwo
A systematic meta-analysis of 120 FinOps program implementations, measuring return on investment and identifying success factors.
Multi-Cloud Cost Attribution: Challenges and Solutions
Tanaka, Lee, Sharma
An exploration of cost attribution challenges unique to multi-cloud environments with proposed architectural solutions.
Predictive Cloud Cost Forecasting Using ML
Sharma, Patel
Machine learning approaches to cloud cost forecasting, achieving 15% improvement in prediction accuracy over traditional methods.
FinOps Maturity Across Industries: A Comparative Study
Williams, Torres, Kim
Comprehensive cross-industry comparison of FinOps maturity levels, identifying industry-specific patterns and best practices.