Long-Term Prediction of Cloud Resource Usage in High-Performance Computing. - Piotr Nawrocki; Mateusz Smendowski (ICCS (2), 2023)

Optimization of the Use of Cloud Computing Resources Using Exploratory Data Analysis and Machine Learning. - Piotr Nawrocki; Mateusz Smendowski (J. Artif. Intell. Soft Comput. Res., 2024)

FinOps-driven optimization of cloud resource usage for high-performance computing using machine learning. - Piotr Nawrocki; Mateusz Smendowski (J. Comput. Sci., 2024)

Optimizing multi-time series forecasting for enhanced cloud resource utilization based on machine learning. - Mateusz Smendowski; Piotr Nawrocki (Knowl. Based Syst., 2024)

A Survey of Cloud Resource Consumption Optimization Methods. - Piotr Nawrocki; Mateusz Smendowski (J. Grid Comput., 2025)