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cs.DC2024
A Multi-Level Approach for Class Imbalance Problem in Federated Learning for Remote Industry 4.0 Applications
Razin Farhan Hussain, Mohsen Amini Salehi
Deep neural network (DNN) models are effective solutions for industry 4.0 applications (\eg oil spill detection, fire detection, anomaly detection). However, training a DNN network…
cs.DC2024
Resource Allocation of Industry 4.0 Micro-Service Applications across Serverless Fog Federation
Razin Farhan Hussain, Mohsen Amini Salehi
The Industry 4.0 revolution has been made possible via AI-based applications (e.g., for automation and maintenance) deployed on the serverless edge (aka fog) computing platforms at…