Publications

Latest publications

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.

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.

Pioneering eco-efficiency in cloud computing: a carbon-conscious reinforcement learning approach to federated learning

IEEE Internet of Things Journal

Seo, Eunil; Elmroth, Erik

Efficient anomaly detection for edge clouds: mitigating data and resource constraints

Forough, Javad; Haddadi, Hamed; Bhuyan, Monowar H.; et al.

State-aware application placement in mobile edge clouds

Proceedings of the 14th international conference on cloud computing and services science, Portugal: Science and Technology Publications 2024 : 117-128

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

Modeling the green cloud continuum: integrating energy considerations into cloud-edge models

Cluster Computing, Springer 2024, Vol. 27, (4) : 4095-4125

Patel, Yashwant Singh; Townend, Paul; Singh, Anil; et al.

Efficient anomaly detection for edge clouds: mitigating data and resource constraints

IEEE Access, IEEE 2024, Vol. 12 : 171897-171910

Forough, Javad; Haddadi, Hamed; Bhuyan, Monowar; et al.

FloRa: flow table low-rate overflow reconnaissance and detection in SDN

IEEE Transactions on Network and Service Management, Institute of Electrical and Electronics Engineers (IEEE) 2024, Vol. 21, (6) : 6670-6683

Mudgal, Ankur; Verma, Abhishek; Singh, Munesh; et al.

Cost-efficient feature selection for horizontal federated learning

IEEE Transactions on Artificial Intelligence, Institute of Electrical and Electronics Engineers (IEEE) 2024, Vol. 5, (12) : 6551-6565

Banerjee, Sourasekhar; Bhuyan, Devvjiit; Elmroth, Erik; et al.

Massively parallel evasion attacks and the pitfalls of adversarial retraining

EAI Endorsed Transactions on Internet of Things, Gent EAI 2024, Vol. 10

Meyers, Charles; Löfstedt, Tommy; Elmroth, Erik

See more publications.

Latest update: 2019-11-26