I am Preti Kumari, currently working as a Research Fellow at the National University of Singapore. Previously, I worked as a scientist at DRDO. I received Ph.D. in Computer Science and Engineering from Indian Institute of Technology (IIT) BHU, Varanasi, India under the guidance of Dr. Hari Prabhat Gupta. I like to develop wireless networked-system models and design algorithms for efficient utilization of resources in the network.
My broad research interests include Intelligent IoT, Wireless networking, Long-range communication, Distributed Computing, Deep learning, and Game theory.
Recent Updates
A conference paper with the title "Rate-Monotonic Scheduler for LoRa-Based Smart Space Monitoring System” was published in the 58th Annual IEEE ICC Conference, 2023.
A poster with the title "Efficient Knowledge Distillation to Train Lightweight Neural Network for Heterogeneous Edge Devices” was published in the 21st Annual ACM SenSys Conference, 2023. [Core A* Conference]
A conference paper with title "Improving Age of Information with Interference Problem in Long-Range Wide Area Network” got published in 23rd Annual IEEE WOWMOM Conference, 2022.
A conference paper with title "An Energy-Efficient Smart Space System using LoRa Network with Deadline and Security Constraints" got published in 24th Annual ACM MSWiM Conference, 2021. [Core A Conference]
A journal paper with title "An Energy Efficient Smart Metering System using Edge Computing in LoRa Network" got accepted in IEEE Transactions on Sustainable Computing, 2021.
A conference paper with title "A Game Theory-based Transportation System using Fog Computing for Passenger Assistance" got published in 22th Annual IEEE WOWMOM Conference, 2021.
Received N2 Women Young Researcher Fellowship award 2021.
Received Student Conference Grant award by IEEE Communications Society (ComSoc), INFOCOM, 2021.
Media coverage for YogaHelp project -- Times of india, Hindustan times [News Link], Amarujala
A journal paper with title "An Incentive Mechanism-based Stackelberg Game for Scheduling of LoRa Spreading Factors" got published in IEEE Transactions on Network and Service Management, 2020
Notable Contributions
IEEE Transactions on Sustainable Computing, 2021
A Bayesian Game based Approach for Associating the Nodes to the Gateway in Long-Range Network
Preti Kumari, H.P. Gupta, and T. DuttaIEEE Transactions on Intelligent Transportation Systems, 2021
An Incentive Mechanism-based Stackelberg Game for Scheduling of LoRa Spreading Factors
Preti Kumari, H.P. Gupta, and T. Dutta
IEEE Transactions on Network and Service Management, 2020