Scientists are trending towards usage of high-level programming languages such as Python. The convenience of these languages often have a performance cost. As the amount of data being processed increases this can make using these languages unfeasible. Parallelism is a means to achieve better performance, but many users are unaware of it, or find it difficult to work with. This thesis presents ParForPy, a means for loop-parallelization to to simplify usage of parallelism in Python for users. Discussion is included for determining when parallelism matches well with the problem. Results are given that indicate that ParForPy is both capable of improving program execution time and perceived to be a simpler construct to understand than other tech...
Abstract. High-performance and parallel computations have always rep-resented a challenge in terms o...
The programing language Python has been rapidly gaining in popularity and it has now become the firs...
The use of the Python programming language for scientific computing has been gaining momentum in the...
Python is a popular language for end-user software development in many application domains. End-user...
High performance computing becomes more important in many areas by provide fast, reliable and cost...
With diminishing gains in processing power from successive generations of hardware development, ther...
Today’s hardware is increasingly parallel, and modern programming languages must thus allow a progr...
Python has been adopted as programming language by a large number of scientific communities. Additio...
International audienceThe last improvements in programming languages, programming models, and framew...
We present ALPyNA, an automatic loop parallelization framework for Python, which analyzes data depen...
Modern open source high-level languages such as R and Python are.increasingly playing an important r...
Parallel processing has been used to increase performance of computing systems for the past several ...
Python is increasingly used in high-performance computing projects. It can be used either as a high-...
AbstractParallel for loop, a typical example of task parallelism assigns different iterations of the...
The Python programming language has gradually gained popularity in the field of scientific computing...
Abstract. High-performance and parallel computations have always rep-resented a challenge in terms o...
The programing language Python has been rapidly gaining in popularity and it has now become the firs...
The use of the Python programming language for scientific computing has been gaining momentum in the...
Python is a popular language for end-user software development in many application domains. End-user...
High performance computing becomes more important in many areas by provide fast, reliable and cost...
With diminishing gains in processing power from successive generations of hardware development, ther...
Today’s hardware is increasingly parallel, and modern programming languages must thus allow a progr...
Python has been adopted as programming language by a large number of scientific communities. Additio...
International audienceThe last improvements in programming languages, programming models, and framew...
We present ALPyNA, an automatic loop parallelization framework for Python, which analyzes data depen...
Modern open source high-level languages such as R and Python are.increasingly playing an important r...
Parallel processing has been used to increase performance of computing systems for the past several ...
Python is increasingly used in high-performance computing projects. It can be used either as a high-...
AbstractParallel for loop, a typical example of task parallelism assigns different iterations of the...
The Python programming language has gradually gained popularity in the field of scientific computing...
Abstract. High-performance and parallel computations have always rep-resented a challenge in terms o...
The programing language Python has been rapidly gaining in popularity and it has now become the firs...
The use of the Python programming language for scientific computing has been gaining momentum in the...