48 citations · 72 across the 17 of their papers we have counts for
3 papers · 1 filter
OMB-Py: Python Micro-Benchmarks for Evaluating Performance of MPI Libraries on HPC Systems
Nawras Alnaasan, Arpan Jain, Aamir Shafi +2
Python has become a dominant programming language for emerging areas like Machine Learning (ML), Deep Learning (DL), and Data Science (DS). An attractive feature of Python is that…
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…
Efficient MPI-based Communication for GPU-Accelerated Dask Applications
Aamir Shafi, Jahanzeb Maqbool Hashmi, Hari Subramoni +1
Dask is a popular parallel and distributed computing framework, which rivals Apache Spark to enable task-based scalable processing of big data. The Dask Distributed library forms t…