Publications

Latest publications

Reinforced model selection for resource efficient anomaly detection in edge clouds

Future Generation Computer Systems, Elsevier 2026, Vol. 176

Forough, Javad; Bhuyan, Monowar; Elmroth, Erik

Trust-aware routing for distributed generative AI inference at the edge

Reykjavik, Iceland: 2026

Nguyen, Chanh Le Tan; Elmroth, Erik

Efficient online application placement strategies in mobile edge clouds

Cloud Computing and Services Science: 14th International Conference, CLOSER 2024, Revised Selected Papers, Springer Science+Business Media B.V. 2026 : 98-123

Nguyen, Chanh Le Tan; Klein, Cristian; Elmroth, Erik

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.

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

FaLSE: a failure and latency-aware scheduling for mission-critical applications at the edge

The 16th IEEE International Conference on Cloud Computing Technology and Science, CloudCom2025, Shenzhen, China, November 14-16, 2025

Rasouli, Nayereh; Elmroth, Erik; Klein, Cristian

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Latest update: 2019-11-26