This paper presents a design and implementation of a sys-tem that leverages interactive scripting environment to the needs of scientific computing. The system allows seamless translation of high level script codes to highly optimized native language executables that can be ported to parallel systems with high performance hardware and potential lack of the scripting language interpreter. Performance results are given to show various usage scenarios that dif-fer in terms of invested programmer’s effort and resulting performance gains. Key words: Phython compilation, static typing, high per-formance parallel computing, rapid application develop-ment, scripting languages
Abstract. High-performance and parallel computations have always rep-resented a challenge in terms o...
The popularity of data- and scientific-oriented applications, the abundance of on-demand compute res...
The authors describe how they have parallelized Python, an interpreted object oriented scripting lan...
Scripting languages are ubiquitous in modern software engi-neering and are often used as the sole la...
Effective use of high performance computing environment requires knowledge and know-how of scripting...
Abstract. To simultaneously provide rapid application development and high performance, developers o...
The Python programming language has gained significant popularity in scientific computing and data s...
International audienceAbstract-High Performance Computing users traditionally rely on low-level, com...
Scripting languages such as Python and R have been widely adopted as tools for the development of sc...
Python is increasingly used in high-performance computing projects. It can be used either as a high-...
Python is an accepted high-level scripting language with a growing community in academia and industr...
Compiled languages, such as C++, are conventionally used in the field of high performance computing ...
Motivated by high development costs, production compilers and virtual machines, often support more t...
Parallel scientific applications are often written in low-level languages for optimal performance. H...
©2020 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for al...
Abstract. High-performance and parallel computations have always rep-resented a challenge in terms o...
The popularity of data- and scientific-oriented applications, the abundance of on-demand compute res...
The authors describe how they have parallelized Python, an interpreted object oriented scripting lan...
Scripting languages are ubiquitous in modern software engi-neering and are often used as the sole la...
Effective use of high performance computing environment requires knowledge and know-how of scripting...
Abstract. To simultaneously provide rapid application development and high performance, developers o...
The Python programming language has gained significant popularity in scientific computing and data s...
International audienceAbstract-High Performance Computing users traditionally rely on low-level, com...
Scripting languages such as Python and R have been widely adopted as tools for the development of sc...
Python is increasingly used in high-performance computing projects. It can be used either as a high-...
Python is an accepted high-level scripting language with a growing community in academia and industr...
Compiled languages, such as C++, are conventionally used in the field of high performance computing ...
Motivated by high development costs, production compilers and virtual machines, often support more t...
Parallel scientific applications are often written in low-level languages for optimal performance. H...
©2020 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for al...
Abstract. High-performance and parallel computations have always rep-resented a challenge in terms o...
The popularity of data- and scientific-oriented applications, the abundance of on-demand compute res...
The authors describe how they have parallelized Python, an interpreted object oriented scripting lan...