Giannis Roumpos
About me
I am a second year PhD student at the IMDEA Software Institute, supervised by Thaleia Dimitra Doudali, working on ML for Systems.
Previously, I received my MSc in Electrical and Computer Engineering from the University of Thessaly, where I did my diploma thesis on Resource Management on the Computing Continuum.
My research interests include cloud computing and systems for ML.
Contact: giannis.roumpos (at) software.imdea.org
š Publications
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HuntMS: A Framework for Microservice Geo-Distribution for Carbon and Cost Reduction.
Georgia Christofidi, Francisco Ćlvarez-Terribas,Ioannis Roumpos, Nicolas Kourtellis, Jesus OmaƱa Iglesias, Thaleia Dimitra Doudali.
to appear at Middleware 2026 -
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
Presentations
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Adaptive ML-Driven Resource Management for Diverse Cloud Workloads.
Ioannis Roumpos, Thaleia Dimitra Doudali.
EuroDw Workshop@ EuroSys 2026 -
Towards Efficient Anomaly Detection in Cloud-Edge Environments.
Ioannis Roumpos, Thaleia Dimitra Doudali.
HiPEAC 2025
Service
- EuroSys 2026 Shadow PC Member
- CAIS 2026, EuroSys 2026,2025, OSDI 2026, SOSP 2025, ATC 2025, MLSys 2025 Artifact Evaluation Committee