Cláudia Brito

Cláudia Brito

Assistant Researcher at INESC TEC, HASLab
Invited Assistant Professor at the University of Minho

My research is on AI for Systems and Systems for AI. Lately it has been moving towards:

  • AI for systems optimization and tuning
  • Storage optimizations for AI workloads
  • Energy consumption optimization for data-intensive workloads
  • Application-specific AI for healthcare
Portrait of Cláudia Brito

HASLab, INESC TEC
Universidade do Minho
Braga, Portugal

News

Sep 2026Our paper Watts Behind the Weights: Characterizing Energy Consumption of the AI Training Lifecycle in HPC was accepted at the AI on HPC workshop, co-located with Supercomputing 2026! Big congratulations to the students (Alexandre Fernandes, Alícia Oliveira, Beatriz Cepa) who led this work!
Jul 2026Our paper It Works on My Machine: A Systematization of Knowledge on Reproducibility and Replicability in ML-Based Ransomware Detection was presented at IEEE EuroSPW 2026.
Jun 2026Our paper OHANA: Optimizing Heterogeneous Multi-Artifact Correction in Neuroimaging Analysis was presented at IEEE CBMS 2026.
May 2026Holpaca: Holistic and Adaptable Cache Management for Shared Environments was presented at ACM/SPEC ICPE 2026.
Apr 2026I wrote an opinion piece for ECO on Europe’s AI factories and the talent needed to run them.
Jan 2026Invited talk Optimizing Energy Consumption in Large Scale AI Training at Escola SuperComputador Santos Dumont, Brasil (Online).

Recent publications

All publications
  1. SC-W

    Watts Behind the Weights: Characterizing Energy Consumption of the AI Training Lifecycle in HPC

    Fernandes, A., Oliveira, A., Cepa, B., Brito, C., Macedo, R.

    AI on HPC Workshop, co-located with SC26 (International Conference for High Performance Computing, Networking, Storage, and Analysis), 2026

    PDFCode
  2. UCC

    Per-Round Profiling of Energy, Carbon, and Communication in Federated Learning with EnerFL

    Araújo, T., Brito, C., Navaux, P.

    19th IEEE/ACM International Conference on Utility and Cloud Computing (UCC), 2026

    Code
  3. CBMS

    OHANA: Optimizing Heterogeneous Multi-Artifact Correction in Neuroimaging Analysis

    Oliveira, A., Cepa, B., Sousa, A. and Brito, C.

    The 39th IEEE International Symposium on Computer-Based Medical Systems, IEEE CBMS 2026

    PDFDOICode
    BibTeX 
    Open the .bib file
  4. WoRMA

    It Works on My Machine: A Systematization of Knowledge on Reproducibility and Replicability in ML-Based Ransomware Detection

    Pereira, B., Cepa, B., Brito, C., Silva, J. M., Rimmer, V., Paulo, J., Esteves, T.

    IEEE European Symposium on Security and Privacy Workshops @ 5th Workshop on Rethinking Malware Analysis (WoRMA), 2026

    PDFDOI
  5. ICPE

    Holpaca: Holistic and Adaptable Cache Management for Shared Environments

    Peixoto, J., Gonzalez, A., Bhimani, J., Rangaswami, R., Brito, C., Paulo, J., Macedo, R.

    17th ACM/SPEC International Conference on Performance Engineering (ICPE), 2026

    PDFDOICode
    BibTeX 
    Open the .bib file