Danilo Carastan-Santos Webpage

Associate professor (tenure) at University Grenoble Alpes. Researcher in lightweight, eco-responsible methods for parallel and distributed systems at the Grenoble Computer Science Laboratory (UMR 5217).

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Welcome! In this webpage you will find useful professional information about me, news and updates about my professional activity. You can find information on how to reach me at the bottom of this page.

Research Topics

My research takes place in the context of large-scale parallel and distributed infrastructures such as supercomputers and computing clusters and their applications, with a recent emphasis on limiting their energy consumption and environmental impacts. Such infrastructures are complex in terms of high-level parallelism and heterogeneity, are shared by numerous users, and rapidly evolve over time. Such complexity raises many fundamental questions and technical challenges in order to exploit such infrastructures as efficiently as possible.

I organize my research activity in the following three research axes:

  • Data Science and Machine Learning applied to High-Performance Computing infrastructures’ resource management

  • Frugal methods to limit the energy consumption and environmental impacts of distributed computing

  • Analysis and development of parallel and distributed infrastructures applications and architectures

Selected Publications

  1. Euro-Par 2024
    Light-Weight Prediction for Improving Energy Consumption in HPC Platforms
    Danilo Carastan-Santos, Georges Da Costa, Millian Poquet, Patricia Stolf, and Denis Trystram
    In Euro-Par 2024: Parallel Processing - 30th European Conference on Parallel and Distributed Processing, Madrid, Spain, August 26-30, 2024, Proceedings, Part I 2024
  2. ICT4S 2023
    Social and Environmental Effects of Post-COVID-19 Computer Science Virtual Conferencing: The Euro-Par Case
    Danilo Carastan-Santos, Krzysztof Rzadca, Leonel Sousa, and Denis Trystram
    In International Conference on ICT for Sustainability, ICT4S 2023, Rennes, France, June 5-9, 2023 2023