A Smartphone-based Application to Detect Parkinson's Disease Using Audio. - Saumya Mathkar; Prakhar Karsh; Udit Baluja; Surjya Ghosh; Sougata Sen; Vinayak Naik (COMSNETS, 2023)

Scheduling Big Machine Learning Tasks on Clusters of Heterogeneous Edge Devices. - Saumya Mathkar; Shreya Aiyer; Yashovardhan Bapat; Pinki Pinki; Arnab K. Paul; Vinayak Naik (COMSNETS, 2025)