5 citations · 5 across the 2 of their papers we have counts for
2 papers
cs.GR2021
Cross-layer Visualization and Profiling of Network and I/O Communication for HPC Clusters
Pouya Kousha, Quentin Anthony, Hari Subramoni +1
Understanding and visualizing the full-stack performance trade-offs and interplay between HPC applications, MPI libraries, the communication fabric, and the file system is a challe…
cs.DC2019★ 5 cited
HyPar-Flow: Exploiting MPI and Keras for Scalable Hybrid-Parallel DNN Training using TensorFlow
Ammar Ahmad Awan, Arpan Jain, Quentin Anthony +2
To reduce training time of large-scale DNNs, scientists have started to explore parallelization strategies like data-parallelism, model-parallelism, and hybrid-parallelism. While d…