Currently, I am working as an Assistant professor in DAIICT, Gandhinagar. Prior, I was Research Associate at the Department of Computation and Data Science, Indian Institute of Science, Bangalore, India. I explored the machine learning and deep learning aspects from the spectacles of system deployment. Specifically, I dug out real-world deployment issues with federated learning perspectives and also looked for real-world applications involving drones and edge computation. I was a research scholar at the Department of Computer Science and Engineering, Indian Institute of Technology, Banaras Hindu University, and I still strongly collaborate with my colleagues and supervisor. I completed my PhD in 2022 in the broad domain of the area of sensor data analytics and applied artificial intelligence with deep learning and federated learning. I received MTech and BTech degrees from MMMUT Gorakhpur, and AKTU Lucknow, respectively. My research interests cut across the areas of smart sensing, IoT, Fog computing, and Machine learning.

Deep Learning, Fog Computing, Internet of Things (IoT), Wireless Sensors Network (WSN), Smart Sensing

Journal Papers:

• Rahul Mishra and H.P. Gupta, ''Transforming Large-size to Lightweight Deep Neural Networks for IoT Applications: A Review'', ACM Computing Surveys (Accepted).
• Rahul Mishra, H. P. Gupta, R. Kumar, and T. Dutta, “Leveraging Augmented Intelligence of Things to Enhance Lifetime of UAV-Enabled Aerial Networks”, IEEE Transactions on Industrial Informatics (TII) [Accepted]
• Rahul Mishra, H. P. Gupta, P. Kumari, D. Y. Suh, and Md. J. Piran, "A Task Offloading and Reallocation Scheme for Passenger Assistance using Fog Computing", IEEE Transactions on Network and Service Management (TNSM)[Accepted].
• Rahul Mishra, A. Gupta, and H. P. Gupta, “Locomotion mode recognition using sensory data with noisy labels: A deep learning approach,” IEEE Transactions on Mobile Computing (TMC) [Early access].
• Rahul Mishra, A. Gupta, H. P. Gupta, and T. Dutta, “A sensors based deep learning model for unseen locomotion mode identification using multiple semantic matrices,” IEEE Transactions on Mobile Computing (TMC), pp. 1-12, 2020.
• Rahul Mishra, H. P. Gupta, and T. Dutta, “A Road Health Monitoring System using Sensors in Optimal Deep Neural Network,” IEEE Sensors Journal, pp. 1-8, 2020.
• Rahul Mishra, H. P. Gupta, and T. Dutta, “Analysis, Modeling, and Representation of COVID-19 Spread: A Case Study on India,” IEEE Transactions on Computational Social Systems (TCSS) [Accepted].
• R. Kumar, Rahul Mishra, H. P. Gupta, and T. Dutta, “Smart Sensing for Agriculture: Applications, Advancements, and Challenges", IEEE Consumer Electronics Magazine, 2020 [Accepted] (Corresponding author).
• S. Chopade, H. P. Gupta, Rahul Mishra, P. Kumari, and T. Dutta, "An Energy-efficient River Water Pollution Monitoring System in Internet of Things", IEEE Transactions on Green Communications and Networking, 2021 [Accepted] (Corresponding author).
• P. Kumari, Rahul Mishra, H. P. Gupta, T. Dutta, and S. K. Das, “An Energy-Efficient Smart Metering System using Edge Computing in LoRa Network,” IEEE Transactions on Sustainable Computing [Accepted].
• C. Singh, P. Kumari, Rahul Mishra, H. P. Gupta, and T. Dutta, "Secure Industrial IoT Task Containerization with Deadline Constraint: A Stackelberg Game Approach", IEEE Transactions on Industrial Informatics (TII) [Accepted] (Corresponding author).
• S. Chopade, H. P. Gupta, Rahul Mishra, A. Oswal, P. Kumari, and T. Dutta, "A Sensors based River Water Quality Assessment System using Deep Neural Network", IEEE IoT Journal, 2021 [Accepted](Corresponding author).
• A. Chaudhary, Rahul Mishra, H. P. Gupta, and K. K. Shukla, "Jointly Prediction of Activities, Locations, and Starting Times for Isolated Elderly People", IEEE Journal of Biomedical and Health Informatics [Accepted].
• P. Kumari, Rahul Mishra, and H. P. Gupta, “A Knowledge Distillation-based Transportation System for Sensory data sharing using LoRa,” IEEE Sensors Journal [Accepted].
• C. Singh, Rahul Mishra, H. P. Gupta, and P. Kumari, "Internet-of-Drones in Precision Agriculture: Challenges, Solutions, and Research Opportunities'', IEEE Internet of Things Magazine [Accepted] (Corresponding author).
• S. Saraswat, V. Agarwal, H. P. Gupta, Rahul Mishra, A. Gupta, and T. Dutta, “Challenges and solutions in software-defined networking: A survey,” Journal of Network and Computer Applications, vol. 141, pp. 23-58, 2019 (Corresponding author).
• A. Tripathi, H. P. Gupta, T. Dutta, Rahul Mishra, K. K. Shukla, and S. Jit, “Coverage and Connectivity in WSNs: A Survey, Research Issues and Challenges”, IEEE Access,vol 6, pp. 26971-26992, 2018.

Conference/Short Papers:

• Rahul Mishra, P. Kumari, H. P. Gupta, Diksha, T. Dutta, Doug Y. Suh and M. JalilPiran, "A Game Theory-based Transportation System using Fog Computing for Passenger Assistance", in Proceedings of IEEE WoWMoM 2021 (Regular paper, Core A conference).
• Rahul Mishra, H. P. Gupta, and T. Dutta, "Noise-Resilient Federated Learning: Suppressing Noisy Labels in the Local Datasets of Participants", in Proceedings of IEEE INFOCOM 2022 (Poster, Core A* conference)
• P. Kumari, H. P. Gupta, Rahul Mishra, and Sajal K. Das, "An Energy-Efficient Smart Space System using LoRa Network with Deadline and Security Constraints", in Proceedings of ACM MSWIM, 2021 (Regular paper, Core A conference).
• Rahul Mishra, H. P. Gupta, and T. Dutta, "A Network Resource Aware Federated Learning Approach using Knowledge Distillation", in Proceedings of IEEE INFOCOM 2021 (Poster, Core A* conference).
• Rahul Mishra, H. P. Gupta, and T. Dutta, "Poster Abstract: Teacher, Trainee, and Student based Knowledge Distillation Technique for Monitoring Indoor Activities ", in Proceedings of ACM SenSys 2020(Poster, Core A* conference).
• Rahul Mishra, H. P. Gupta, and T. Dutta, "Unseen Locomotion Mode Detection Problems using Inertial Sensors", in Proceedings of IEEE COMSNETS, pp. 1-3, 2021 (PhD-forum).
• A. Gupta, R. Pal, Rahul Mishra, H. P. Gupta, T. Dutta, and P. Hirani, "Game theory based early classification of rivers using time series data,” in Proceedings of IEEE WF-IoT, pp. 686-691, 2019.
• A. Gupta, H. P. Gupta, P. Kumari, Rahul Mishra, S. Saraswat, and T. Dutta, “A real-time precision agriculture monitoring system using mobile sink in WSNs," in Proceedings of IEEE ANTS, pp. 1-5, 2018.
• Rahul Mishra, P. Verma and R. Kumar "Gateway Discovery in MANET using Machine Learning and Soft Computing: A Survey", in Proceedings of International Conference on Innovations in Information Embedded and Communication Systems (ICIIECS), pp. 221-227, 2017.
• Rahul Mishra and D. Singh "Fault-Tolerant Energy Efficient Power Management System for Smart Room", in Proceedings of International Conference on Advanced Computing and Software Engineering (ICACSE), pp. 1-4, 2018.

Open Datasets:

• Ashish Gupta, Hari Prabhat Gupta, Tanima Dutta, Rahul Mishra, and Ramakant Kumar, “Accelerometer, Gyroscope, and Magnetometer Sensors based Data for Recognizing Handwritten Digits”, IEEE Dataport, 2020. [Online]. Available: http://dx.doi.org/10.21227/52d9-8y30.
• Rahul Mishra, Hari Prabhat Gupta, and Tanima Dutta. "Sensor Data of Mobile Sink for Precision Agriculture", IEEE Dataport, 2021. [Online]. Available: https://dx.doi.org/10.21227/ympr-t542

Website/Webpage Link: https://sites.google.com/view/rahulmishracse/home