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

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

Robust procedural learning for anomaly detection and observability in 5G RAN

IEEE Transactions on Network and Service Management, IEEE 2024, Vol. 21, (2) : 1432-1445

Sundqvist, Tobias; Bhuyan, Monowar H.; Elmroth, Erik

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

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

Cost-efficient feature selection for horizontal federated learning

IEEE Transactions on Artificial Intelligence

Banerjee, Sourasekhar; Bhuyan, Devvjiit; Elmroth, Erik; 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

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

Enhancing Machine Learning Performancein Dynamic Cloud Environments with Auto-Adaptive Models

The 15th IEEE International Conference on Cloud Computing Technology and Science (CloudCom 2024)

Nguyen, Chanh Le Tan; Bhuyan, Monowar; Elmroth, Erik

CloudResilienceML: Ensuring Robustness of Machine Learning Models in Dynamic Cloud Systems

The 17th IEEE/ACM International Conference on Utility and Cloud Computing (UCC 2024)

Nguyen, Chanh Le Tan; Kidane, Lidia; Vo Nguyen Le, Duy; et al.

Intent-driven orchestration: enforcing service level objectives for cloud native deployments

SN Computer Science, Springer Nature 2023, Vol. 4, (3)

Metsch, Thijs; Viktorsson, Magdalena; Hoban, Adrian; et al.

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Senast uppdaterad: 2019-11-26