Aditya K. Ranjan

According to our database, Aditya K. Ranjan authored at least 5 papers between 2023 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Communication-free Sampling and 4D Hybrid Parallelism for Scalable Mini-batch GNN Training.

Cunyang Wei, Siddharth Singh, Aishwarya Sarkar, Daniel Nichols, Tisha Patel, Aditya K. Ranjan, Sayan Ghosh, Ali Jannesari, Nathan R. Tallent, Abhinav Bhatele

CoRR, April, 2026

2025

Plexus: Taming Billion-edge Graphs with 3D Parallel GNN Training.

Aditya K. Ranjan, Siddharth Singh, Cunyang Wei, Abhinav Bhatele

CoRR, May, 2025

Plexus: Taming Billion-edge Graphs with 3D Parallel Full-graph GNN Training.

Aditya K. Ranjan, Siddharth Singh, Cunyang Wei, Abhinav Bhatele

Proceedings of the International Conference for High Performance Computing, 2025

2024

Democratizing AI: Open-source Scalable LLM Training on GPU-based Supercomputers.

Siddharth Singh, Prajwal Singhania, Aditya K. Ranjan, John Kirchenbauer, Jonas Geiping, Yuxin Wen, Neel Jain, Abhimanyu Hans, Manli Shu, Aditya Tomar, Tom Goldstein, Abhinav Bhatele

Proceedings of the International Conference for High Performance Computing, 2024

2023

Pipit: Enabling programmatic analysis of parallel execution traces.

Abhinav Bhatele, Rakrish Dhakal, Alexander Movsesyan, Aditya K. Ranjan, Jordan Marry, Onur Cankur

CoRR, 2023