Giannis Roumpos
Short Bio
I am a second year Phd Student in IMDEA Software Institute supervised by Thaleia Dimitra Doudali working on ML for Systems. Previously, i received my MSc in Electrical and Computer Engineering from University of Thessaly where i did my diploma thesis on Resource Management on Computing Continuum
My research interests include Cloud Computing and Systems for ML
Contact: giannis.roumpos (at) imdea.org
Publications
- Advancing Workload Management with Foundational Models: Challenges in Time Series Similarity and Interpretability. Tiemo Bang, Ioannis Roumpos, Sergiy Matusevych, Georgia Christofidi, Yuanyuan Tian, Thaleia Dimitra Doudali. MIDAS workshop @ SIGMOD 2025.
- Edge to Cloud Service Placement based on Reinforcement Learning in 6G Networks. Paris Flegkas, Giannis Roumpos, Vasilis Sourlas, Angelos Amditis. ICC 2025
Service
- EuroSyS 2026 Shadow PC Member
- Eurosys 2025, SOSP 2025,ATC 2025,MLSyS 2025 Artifact Evaluation Committee