Invited Talks
YouTube playlist of 9 talks delivered at SNIA SDC (2019 - 2023) can be found here.
SNIA is an industry organization that develops global standards and delivers education on all technologies related to data.
| Understanding the Reliability of Predictions Made by Machine Learning. (SNIA India) 2019 |
| New Perspective on Machine Learning Predictions Under Uncertainty. (SNIA USA) 2019 |
| Rethinking Blockchain in Storage. (SNIA India) 2020 |
| Ranking based Dynamic Hot Sparing. (SNIA India) 2021 |
| Transforming monolith to microservices. (SNIA India) 2021 |
| Smart contract for DNA based archival storage. (SNIA EMEA) 2022 |
| Certainty to Enterprise disk-drive failure management with Conformal Prediction. (SNIA EMEA) 2022 |
| Power of Chaos: Long-term Security for Post-quantum Era. (SNIA USA) 2022 |
| Effective device thermal management based on dynamic ranking of device cooling needs. (SNIA India) 2022 |
The talks featured on IEEE TV:
- Uncertainty-Aware Hardware Trojan Detection Using Multimodal Deep Learning (DATE 2024, acceptance rate 22%)
- Risk-Aware and Explainable Framework for Ensuring Guaranteed Coverage in Evolving Hardware Trojan Detection (ICCAD 2023, acceptance rate 23%)
Student Commencement Speaker at California State University, Long Beach (College of Engineering 2024) - Watch here

