Photograph of Kyle Simpson at Loch an Eilein, Aviemore.

I’m Kyle Simpson Orcid Link, a Postdoctoral Research Assistant and final-year PhD student in Computing Science at the University of Glasgow, supervised by Professor Dimitrios Pezaros. I work in the Glasgow Systems Section on the intersection of programmable dataplane hardware and data-driven networking. Unabashed rustacean, Emotion Engine advocate, and lover of weird hardware!

I take interest in research of network programmability, reinforcement learning, computer graphics and combinatorial search, and enjoy hobbyist game development and cooking.

I love solving hard problems in new fields—feel free to email me at any time.


Recent Talks/Posters


Recent Publications and Conference Papers

  • Online Learning on the Programmable Dataplane: Kyle A. Simpson. PhD Thesis (pre-Viva).
    Author-final PDF TeX source
  • Revisiting the Classics: Online RL in the Programmable Dataplane: Kyle A. Simpson, Dimitrios P. Pezaros. IEEE/IFIP NOMS 2022.
    Author-final PDF Source code
  • Poster: Online RL in the Programmable Dataplane with OPaL: Kyle A. Simpson, Dimitrios P. Pezaros. CoNEXT 2021 Posters.
    Author-final PDF DOI
  • Seiðr: Dataplane Assisted Flow Classification Using ML: Kyle A. Simpson, Richard Cziva, Dimitrios P. Pezaros. IEEE GLOBECOM 2020.
    Author-final PDF DOI
  • Per-Host DDoS Mitigation by Direct-Control Reinforcement Learning: Kyle A. Simpson, Simon Rogers, Dimitrios P. Pezaros. IEEE TNSM, March 2020.
    Author-final PDF DOI Source code