Component-Based Analytical Modeling of GPU Runtime Performance: a Case-Study in Scientific Computing
Jolly Chen, Ana-Lucia Varbanescu, Monica Dessole · 2025
Analytical performance models are excellent tools for fast performance prediction and can be used effectively for designing and tuning parallel algorithms. However, such models are non-trivial to build, especially when both the application and the system are very complex.