Giannis Roumpos
Short Bio
I am a first 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, Sergiy Matusevych,Yuanyuan Tian, Ioannis Roumpos, Georgia Christofidi, 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
- ATC 2025, Artifact Evaluation Committee
- MLSyS 2025, Artifact Evaluation Committee