Kubernetics/Kubeflow based end-to-end ML framework
Dynamic VM resource scaling
MLOps for 5G/6G systems
Federated Learning (Personalization, Resource Management, Dataset Management etc.,)
Split Federated Learning
Decentralized Federated Learning
Edge/Cloud based IoT system development
Resource Management for AI task from IoT
Generative AI-empowered Media Streaming
Generative AI-empowered Network Management
Example of social-viewport map