Program
10:00am - 10:05am EST
Introduction
PyHPC 2020: 9th Workshop on Python for High-Performance and Scientific Computing
Organizers
William Scullin, Neelofer Banglawala, Rosa M. Badia, James Clark
10:05am - 11:05am EST
Keynote
Reprising the Zen of Python for HPC
Presenter
Michael E. Bauer
11:00am - 11:15am EST
PyHPC Morning Break 1
11:15am - 12:15pm EST
Paper Session 1
11:20am - 11:40am EST
Paper Session 1
Experiences in Developing a Distributed Agent-Based Modeling Toolkit with Python
Author/Presenters
Nicholson T. Collier, Jonathan Ozik, Eric R. Tatara
11:40am - 12:00pm EST
Paper Session 1
Data Engineering for HPC with Python
Author/Presenters
Vibhatha Abeykoon, Niranda Perera, Chathura Widanage, Supun Kamburugamuve, Thejaka Amila Kanewala, Hasara Maithree, Pulasthi Wickramasinghe, Ahmet Uyar, Geoffrey C. Fox
12:15pm - 12:30pm EST
PyHPC Morning Break 2
12:30pm - 1:30pm EST
Keynote
MPI for Python
Presenter
Lisandro Dalcin
1:30pm - 2:30pm EST
PyHPC Lunch Break
2:30pm - 3:30pm EST
Paper Session 2
2:35pm - 2:55pm EST
Paper Session 2
Enabling System Wide Shared Memory for Performance Improvement in PyCOMPSs Applications
Author/Presenters
Clément Foyer, Javier Conejero, Jorge Ejarque, Rosa M. Badia, Adrian Tate, Simon McIntosh-Smith
2:55pm - 3:15pm EST
Paper Session 2
Python Workflows on HPC Systems
Author/Presenters
Dominik Strassel, Philipp Nikolas Reusch, Janis Keuper
3:30pm - 3:45pm EST
PyHPC Afternoon Break 1
3:45pm - 4:45pm EST
Paper Session 3
3:50pm - 4:10pm EST
Paper Session 3
Accelerating Microstructural Analytics with Dask for Volumetric X-ray Imaging
Author/Presenter
Daniela Ushizima
4:10pm - 4:30pm EST
Paper Session 3
Distributed Asynchronous Array Computing with the JetLag Environment
Author/Presenter
Steven R. Brandt, Bita Hasheminezhad, Nanmiao Wu, Sayef A. Sakin, Alex R. Bigelow, Katherine E. Isaacs, Kevin Huck, Hartmut Kaiser
4:45pm - 4:55pm EST
PyHPC Afternoon Break 2
4:55pm - 5:30pm EST
Lightning Talks
5:00pm - 5:05pm EST
Lightning Talks
DaCe Python Frontend
Presenter
Alexandros Ziogas
5:05pm - 5:10pm EST
Lightning Talks
Linear Algebraic Graphs Algorithms in Python
Presenter
Ali Kazmi
5:10pm - 5:15pm EST
Lightning Talks
Fil: A Python Memory Profiler for Scientific Computing
Presenter
Itamar Turner-Trauring
5:15pm - 5:20pm EST
Lightning Talks
Validating Oil Spill Dispersion Models Against Real-World Observations Using The GeoPandas Library
Presenter
Chris Dearden