The high-level programming language Python is well established with a large community in academia and industry. It is a general-purpose language adopted by many scientific applications. Examples are computational fluid dynamics, bio molecular simulation, machine learning, data analysis, or scientific visualization. Scientists, engineers, and educators use Python for scientific computing, high-performance computing, and distributed computing. Traditionally, system administrators use Python for system management and automating administration tasks. Python is extremely easy to learn due to its very clean syntax and great readability. Therefore developers love Python as it facilitates to write sustainable and maintainable software systems. For the same reasons, Python is well suited for education at all levels.
The overarching theme of the workshop is productivity vs. performance in HPC and scientific programming. While Python is extremely strong in supporting human productivity, it still lacks in computational performance compared to ‘traditional’ HPC languages such as Fortran or C. For the workshop, we encourage authors to submit novel research in improving performance of Python applications as well as research on productivity of development with Python.
The workshop will bring together researchers and practitioners using Python in all aspects of high performance and scientific computing. The goal is to present Python applications from mathematics, science, and engineering, to discuss general topics regarding the use of Python, and to share experiences using Python in scientific computing education.
Hybrid programming and integration with other programming languages
Comparison of Python with other dynamic languages for HPC
Python for multi-core processors and quantum computers
Interactive parallel computing
High-performance computing applications with Python
Performance analysis, profiling, and debugging of Python code
System administration
Scientific visualization
Machine learning and data analytics
Problem solving environments and frameworks
Diversity and education in HPC and scientific computing
11月14日
2016
会议日期
初稿截稿日期
终稿截稿日期
注册截止日期
2018年11月12日 美国
2018 IEEE/ACM 8th Workshop on Python for High-Performance and Scientific Computing2017年11月12日 美国
7th Workshop on Python for High-Performance and Scientific Computing2015年11月15日 美国
第五届Python语言高性能科学计算研讨会
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