Optimization of auto-tuning of programs using neural networks

• Date: 2018
• Main Authors: Doroshenko, А.Yu., Ivanenko, P.A., Novak, O.S.
• Format: Article
• Language: Ukrainian
• Published: PROBLEMS IN PROGRAMMING 2018
• Subjects: auto-tuning; statistical modeling; automation of software developmen; neural networks; UDC 681.5
• Online Access: https://pp.isofts.kiev.ua/index.php/ojs1/article/view/318
• Journal Title: Problems in programming

Auto-tuning of programs is a method of self-tuning of internal parameters of the program, affecting its speed, in order to achieve high performance indicators, but it can take a lot of time for testing. In this paper, we propose to improve the method of auto-tuning of programs using neural network a...