Research Projects

Distributed Graph Neural Networks

January 2023-July 2023 Mentor: Dr. Gagan Raj Gupta and Dr. Vishwesh Jatala

Scalable and distributed efficient training of GNNs

Recommended citation: D. Deshmukh, G. R. Gupta, M. Chawla, V. Jatala and A. Haldar, "Entropy Aware Training for Fast and Accurate Distributed GNN," 2023 IEEE International Conference on Data Mining (ICDM), Shanghai, China, 2023, pp. 986-991 https://arxiv.org/abs/2311.02399

Exploring the LED Cipher

October 2022-December 2022 Mentor: Dr. Dhiman Saha

Understanding and cryptanalysing the LED cipher

Design Space Exploration for URL Shortener

January 2022-May 2022 Mentor: Dr. Gagan Raj Gupta

Analyzing and comparing the scalability and efficiency of different URL shortener designs

Memory Efficient GPU based CNN training framework

October 2021-January 2022 Mentor: Dr. Vishwesh Jatala

Designing a memory efficient CNN training framework to train large CNNs on a single GPU