hi , I am
Stéphane
Pouget .

I am a PhD student
in Computer Science at UCLA.

My research interests include HPC, automatic parallelization, vectorization, data-aware algorithms, performance optimization, virtualization, compilation, energy-efficient computing and microarchitecture.

Research Publications

  1. Stéphane Pouget, Louis-Noël Pouchet, Jason Cong. (2024). Enhancing High-Level Synthesis with Automated Pragma Insertion and Code Transformation Framework.
    [pdf] [bibtex]
  2. Stéphane Pouget, Louis-Noël Pouchet, Jason Cong. (2024). Automatic Hardware Pragma Insertion in High-Level Synthesis: A Non-Linear Programming Approach.
    [pdf] [bibtex]
  3. Stéphane Pouget, Louis-Noël Pouchet, Jason Cong. (2024). Automatic Hardware Pragma Insertion in High-Level Synthesis: A Non-Linear Programming Approach. In International Symposium on Field Programmable Gate Arrays (FPGA '24). Association for Computing Machinery.
    [pdf] [bibtex]
  4. Tollenaere, Nicolas and Iooss, Guillaume and Pouget, Stéphane and Brunie, Hugo and Guillon, Christophe and Cohen, Albert and Sadayappan, P. and Rastello, Fabrice. (2022). Autotuning Convolutions is Easier Than You Think. In ACM Trans. Archit. Code Optim (TACO). Association for Computing Machinery.
    [pdf] [bibtex]
  5. Mvondo, D., Bacou, M., Nguetchouang, K., Ngale, L., Pouget, S., Kouam, J., Lachaize, R., Hwang, J., Wood, T., Hagimont, D., De Palma, N., Batchakui, B., & Tchana, A. (2021). OFC: An Opportunistic Caching System for FaaS Platforms. In Proceedings of the Sixteenth European Conference on Computer Systems (EuroSys '21). Association for Computing Machinery.
    [pdf] [bibtex]

Awards and Recognition

DAC Young Fellow 2022


Défi IA 2020

First place at the INSA Toulouse / Airbus Machine Learning competition.

experience

  • 2021 - ...

    Graduate Research Assistant

    UCLA VAST Lab

    Los Angeles, CA, USA

  • June 2023 - September 2023

    SOFTWARE ENGINEER INTERN

    Apple

    Cupertino, CA, USA

    Pre-Silicon GPU Compiler Backend Team

  • February 2021 - August 2021

    Research Engineer

    Inria

    Grenoble, France

    Corse Team

  • March 2020 - August 2020

    Research intern

    Ecole Normale Supérieure de Lyon

    Lyon, France

    Machine learning for resource management in Function-as-a-Service platforms.
    Supervisor : Alain Tchana

  • May 2019 - August 2019

    SOFTWARE ENGINEER INTERN

    Apple

    Cupertino, CA, USA

    Core OS, Vector and Numeric Group

  • May 2018 - July 2018

    Research intern

    Colorado State University

    Fort Collins, CO, USA

    Performance modeling for graph analytics on GPUs.
    Supervisor: Louis-Noël Pouchet

  • June 2017 - July 2017

    Research intern

    Max Planck Institute for Software Systems

    Saarbrücken, Germany

    Solution of the Blotto game with pre-allocated resources.
    Supervisor : Patrick Loiseau

education

  • 2021 - ...

    PhD in Computer Science

    University of California, Los Angeles

    Los Angeles, CA, USA

    Supervisor: Jason Cong

  • 2018 - 2020

    French graduate engineering degree

    Ecole Centrale de Lyon

    Lyon, France

    Concurrent double-degree with ENS. French Grande Ecole. Generalist engineer training, Computer Science concentration

  • 2017 - 2020

    Master of Science in Theoretical Computer Science

    Ecole Normale Supérieure de Lyon

    Lyon, France

  • 2017

    Bachelor of Science in Theoretical Computer Science

    Ecole Normale Supérieure de Lyon

    Lyon, France

contact me

Stéphane Pouget

PhD Student in Computer Science at UCLA

email

pouget [@] cs.ucla.edu

website

https://web.cs.ucla.edu/~pouget/

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