Praveen Kumar Donta

Clustered Edge Intelligence: Beyond Just Convergence of Edge Computing and AI

Chinmaya Kumar Dehury, Boris Sedlak, Alaa Saleh, Ilir Murturi, Lauri Loven, Satish Narayana Srirama, et al.

We are moving from an information age to the age of intelligence. A decade, or possibly less than that, data will not be the gold anymore rather the derived intelligence out of the data and the information we posses from the edge of the network. Existing Edge Intelligence researc…Read more

ADORN: Adaptive Drift handling for Open RAN using Reinforcement Learning

Ashit Kumar Subudhi, Bhargav Chirumamilla, Shubham Vaishnav, Mduduzi C. Hlophe, Praveen Kumar Donta, Andrea Fumagalli, et al.

Dynamic traffic variations in Open Radio Access Networks (O-RAN) lead to drift, which degrades the performance of Artificial Intelligence/Machine Learning (AI/ML) models. Traditional retraining approaches maintain forecasting accuracy but incur high computational cost and may lea…Read more

A Systematic Literature Review of Advanced Machine Learning Techniques in Wireless Body Area Networks: Application, Challenges, and Future Directions

Abdu Ibrahim Adamu, Praveen Kumar Donta, Darmawaty Mohd Ali, Sohail Sarang, Goran M. Stojanović, Suzi Seroja Sarnin