Performance analysis of massively parallel programs for graphics processing units

• Veröffentlicht in: PROBLEMS IN PROGRAMMING
• Datum: 2023
• Heft: 3-4
• Сторінки: 51-58
• ISSN: 1727-4907
• Автори та афіліації: D.V. Rahozin — Institute of Software Systems NAS of Ukraine
• 1. Verfasser: Rahozin, D.V.
• Format: Artikel
• Sprache: Englisch
• Veröffentlicht: PROBLEMS IN PROGRAMMING 2023
• Schlagworte: graphics processing unit; software performance; massive parallelism; simulation; software performance model; UDC 681.3
• Online Zugang: https://pp.isofts.kiev.ua/index.php/ojs1/article/view/506
• Назва журналу: Problems in programming

Any modern Graphics Processing Unit (graphics card) is a good platform to run massively parallel programs. Still, we lack tools to observe and measure performance characteristics of GPU-based software. We state that due to complex memory hierarchy and thou- sands of execution threads the all perform...