group

Doctoral students:

• Wania Khan, Spring 2026-present
• Mohammadreza Ghofrani, Spring 2026-present
• César Iván Olvera Espinosa, Autumn 2024-present
• Antti Heikinmäki (at Telia Cygate), Autumn 2024-present

Research assistants:

• Deepak Choudhary, Spring 2026

Alumni:

Visitor:

• Ali Pashazadeh (University of Florence and University of Pisa), PhD supervisor: Giovanni Nardini, Giovanni Stea, 2025

Research assistants:

• 2025: Duc Anh Phan (VU Amsterdam), Aalto Science Institute research internship
• 2024: Zezheng Li, Ekaterina Khlebova

Completed theses:

2025:

• Ella Koivu (BSc): Characterizing LLM inference workload patterns
• Elina Mettälä (BSc): Forecasting Carbon Intensity: A Case Study
• Vivi Ruuskanen (BSc): Analysis of operational carbon emissions from cloud computing
• Yuan Hua: Assessing forest biomass dynamics associated with forest management using long-term Earth Observations
• Sachin Samarasinghe Arachchige: Evaluating Dynamic Batching Strategies for Energy-Efficient Inference Serving: A Performance Study
• Minfei Lai: Benchmarking Performance and Reliability of BMCs in Data Centers
• Linta Oommen: Improving File Management in a Digital Construction Platform
• Riina Kostiainen: Implementation and Evaluation of 5G Network Slicing and URSP in a Physical Test Environment

2024:

• Ekaterina Khlebova: Personal cloud storage service carbon footprint estimation
• Abinaov Murali: Simulation framework for carbon-aware workload shifting in the cloud
• Hung Vu (BSc): Qualitative evaluation of managed Kubernetes distributions for enterprise use cases