IITKGP

Research Areas

Subhajit is an Assistant Professor with the Department of Industrial and Systems Engineering at Indian Institute of Technology, Kharagpur, working in the  area of edge computing, data analytics, distributed systems, and cloud computing. Before joining IIT Kgp, Subhajit was an Assistant Professor with the Department of  Computer Science and Engineering at Indian Institute of Technology, Bhilai, and before that Indian Institute of Technology, Jodhpur. Before this, Subhajit was a Postdoctoral Researcher working with the Distributed Systems research group at INESC-ID affiliated with University of Lisbon. He was working on a project funded by the European Research Consortium to develop a theoretical model of consistency and isolation levels of distributed systems under the supervision of Professor Rodrigo Rodriguez. Subhajit completed his Phd in Computer Science from Louisiana State University in August 2016. His dissertation was titled "The performance trade off and SLA awareness in cloud computing and distributed datastores". Subhajit publishes in top conferences and journals such as SRDS, CCGRID, IEEE CLOUD, IEEE SCC, etc. Subhajit also has 4 years of experience as software developer at IBM and PWC India, in java, databases, and internet technologies.

 

  • QACDes: QoS-aware context-sensitive design of cyber-physical systems by Sidhanta S., Chokwitthaya C., Zhu Y., Mukhopadhyay S. Scientific Reports 14 - (2024)
  • Reinforcement Learning for Real-Time Federated Learning for Resource-Constrained Edge Cluster by Rajashekar K., Paul S., Karmakar S., Sidhanta S. Journal of Network and Systems Management 32 - (2024)
  • Optimizing Drone Deployment for MaximizedUser Connectivity in Areas of Interest via DeepReinforcement Learning by Sidhanta S., Rajashekar K. , Baswade A. Journal of Network and Systems Management - (2025)
  • Towards a Mobility-cum-Battery Aware Dynamic UAV Deployment for Uninterrupted Connectivity by Sidhanta S., Rajashekar K. , Karmakar S. , Paul S. 2024 IEEE Network Operations and Management Symposium (NOMS 2024) 1-4 (2024)
  • AN UNMANNED AERIAL VEHICLE BASED SYSTEM FOR POST-DISASTER MANAGEMENT by Sidhanta S. - (2025)
  • A QUALITY OF SERVICE AWARE CONTEXT SENSITIVE SYSTEM by Sidhanta S. - (2024)

Principal Investigator

  • Temperature-performance tradeoff of AI/ML on edge devices Sponsored Research and Industrial Consultancy (SRIC)

Ph. D. Students

Imran Khan

Area of Research: Machine Learning and Optimization