Autotuning of parallel programs using the IBM Watsons Analytics data analysis system

• Дата: 2018
• Автори: Doroshenko, А.Yu., Novak, O.S., Ivanenko, P.A., Starushyk, A.M.
• Формат: Стаття
• Мова: Українська
• Опубліковано: PROBLEMS IN PROGRAMMING 2018
• Теми: autotuning; parallel programs; IBM Watsons Analytics; optimization; statistical modeling; UDC 681.3
• Онлайн доступ: https://pp.isofts.kiev.ua/index.php/ojs1/article/view/237
• Назва журналу: Problems in programming

In this paper an analytical model of the method of automatic adjustment of parallel programs (auto-tuning) is presented. The software implementation of this model is based on the formal transformations of code and using expert data as a foundation of the optimization process and further analysis of...