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Umeå University
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Publications

Latest publications

Pioneering eco-efficiency in cloud computing: a carbon-conscious reinforcement learning approach to federated learning
IEEE Internet of Things Journal, IEEE 2025, Vol. 12, (7) : 8958-8979
Seo, Eunil; Elmroth, Erik
A training rate and survival heuristic for inference and robustness evaluation (Trashfire)
Proceedings of 2024 International Conference on Machine Learning and Cybernetics, IEEE 2025 : 613-623
Meyers, Charles; Saleh Sedghpour, Mohammad Reza; Löfstedt, Tommy; et al.
A decentralized microservice scheduling approach using service mesh in cloud-edge systems
IEEE JCC 2025 – The 16th IEEE International Conference on JointCloud Computing (part of IEEE CISOSE 2025), July 21 -24, 2025, Tuscon, Arizona, USA
Wen, Yangyang; Townend, Paul; Östberg, Per-Olov; et al.
Tiny machine learning models for autonomous workload distribution across cloud-edge computing continuum
Cluster Computing, Springer Nature 2025, Vol. 28, (6)
Pour-Hosseini, Mohammad R.; Abbasi, Mahdi; Salimi, Atefeh; et al.
tinyKube: a middleware for dynamic resource management in cloud-edge platforms for large-scale cloud robotics
The 38th IEEE/IFIP Network Operations and Management Symposium (NOMS)
Nguyen, Chanh Le Tan; Seo, Eunil; Zahid, Muhammad; et al.
Workload prediction for proactive resource allocation in large-scale cloud-edge applications
Electronics, MDPI 2025, Vol. 14, (16)
Le Duc, Thang; Nguyen, Chanh Le Tan; Östberg, Per-Olov
Silent failures in stateless systems: rethinking anomaly detection for serverless computing
2025 IEEE international conference on service-oriented system engineering (SOSE), IEEE 2025 : 8-19
Nguyen, Chanh Le Tan; Elmroth, Erik; Bhuyan, Monowar
Taming cold starts: proactive serverless scheduling with model predictive control
MASCOTS 2025: 33rd International Symposium on the Modeling, Analysis, and Simulation of Computer and Telecommunication System, Paris, France, October 21-23, 2025
Nguyen, Chanh; Bhuyan, Monowar; Elmroth, Erik
Resource management for mission-critical applications in edge computing: systematic review on recent research and open issues
ACM Computing Surveys
Rasouli, Nayereh; Klein, Cristian; Elmroth, Erik
ESTHER: application-first hardware-level QoS-enforcement for cloud native environments
2025 IEEE 18th International Conference on Cloud Computing (CLOUD), IEEE 2025 : 75-85
Larsson, Oliver; Metsch, Thijs; Klein, Cristian; et al.
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Latest update: 2019-11-26