Dr. Paritosh Ramanan
Assistant Professor
Areas of Interest
- Federated Machine Learning and Analytics
- Distributed and Decentralized Optimization
- Large-Scale Integer Optimization
- Blockchain-based Decentralized Applications
- Power Systems Planning and Optimization
- High-Performance Computing
- Data Privacy and Security
- Industrial IoT and Cyber Physical Systems (CPS)
Academic Qualifications
Ph.D. Computational Science and Engineering (CSE) with a minor in Operations Research,
Georgia Institute of Technology, 2020.
M.S. Computer Science, Georgia State University, 2015.
M.Sc.(Tech) Information Systems, BITS-Pilani, 2013.
Academic Positions
Postdoctoral Fellow - NASA Space Technology Research Institute (STRI), Habitats Optimized for Missions of Exploration (HOME) Project, October 2020 - July 2022
Selected Publications
- Ramanan P., Li D. and Gebraeel N. “Decentralized Blockchain based Replay Attack Detection
for Power Systems”, arXiv preprint arXiv:2010.09086, IEEE Transactions on Systems, Man
and Cybernetics: Systems - Ramanan P., Yildirim M., Gebraeel N. and Chow E. “Large-Scale Maintenance and Unit
Commitment: A Decentralized Subgradient Approach”, accepted to IEEE Transactions on
Power Systems, (Impact Factor: 6.663), May 2021 - Ramanan P., Yildirim M., Chow E., and Gebraeel N. “An Asynchronous, Decentralized
Solution Framework for the Large Scale Unit Commitment Problem” IEEE Transactions on
Power Systems, September 2019 - Ramanan P., Nakayama K. “BAFFLE : Blockchain based Aggregator Free Federated
Learning” IEEE Blockchain 2020, Rhodes Island, Greece, November 2020
Awards
- 1st Prize Winner Institute of Information Security and Privacy (IISP) Demo Day 2020
Commercialization Track - Sam Nunn Security Program (SNSP) Fellowship Award 2018-2019