Research 

Research Interests 

• Resource Allocation in Next-generation Wireless Communication Networks

• Reinforcement Learning 

• Machine Learning in Wireless Communication

• Internet of Things & Edge Computing

• Markov Decision Process

• Multi-armed Bandit 

Research Projects

Machine Learning-based Solutions for Next-generation Mobile Edge Computing Systems 

• Principal Investigator, Sponsored by IIT Guwahati Start-up Grant, 2022-2024 

Internet-of-Things Network Scheduling in a Reinforcement Learning-aided Mobile Edge Computing System 

• Principal Investigator, Sponsored by Science and Engineering Research Board, Department of Science and Technology, Government of India, 2022-2024  

Byzantine-Robust and Communication-Efficient Federated Learning for IoT Networks 

• Principal Investigator, Sponsored by TIH Foundation for IoT and IoE (TIH-IoT), IIT Bombay, 2024-2026 (Co-PI: Prof. Prashant Patil and Prof. Ratnajit Bhattacharjee, Collaborator: Mr. Kaushlendra Singh Sisodia, UniConverge Technologies Pvt. Ltd.)