Balancing efficiency and fairness in heterogeneous GPU clusters for deep learning. - Shubham Chaudhary 004; Ramachandran Ramjee; Muthian Sivathanu; Nipun Kwatra; Srinidhi Viswanatha (EuroSys, 2020)

Singularity: Planet-Scale, Preemptive and Elastic Scheduling of AI Workloads. - Dharma Shukla; Muthian Sivathanu; Srinidhi Viswanatha; Bhargav S. Gulavani; Rimma Nehme; Amey Agrawal; Chen Chen; Nipun Kwatra; Ramachandran Ramjee; Pankaj Sharma; Atul Katiyar; Vipul Modi; et al. (CoRR, 2022)