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

• Datum: 2018
• Hauptverfasser: Doroshenko, А.Yu., Novak, O.S., Ivanenko, P.A., Starushyk, A.M.
• Format: Artikel
• Sprache: Ukrainisch
• Veröffentlicht: PROBLEMS IN PROGRAMMING 2018
• Schlagworte: autotuning; parallel programs; IBM Watsons Analytics; optimization; statistical modeling; UDC 681.3
• Online Zugang: 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...