Estimating resource budgets to ensure autotuning efficiency

J Oľha, J Hozzová, M Antol… - Available at SSRN …, 2024 - papers.ssrn.com
Many state-of-the-art HPC applications rely on autotuning to maintain peak performance.
Autotuning allows a program to be re-optimized for new hardware, settings or input--even …

FAIR Sharing of Data in Autotuning Research (Vision Paper)

J Hozzová, JO Tørring, B van Werkhoven… - Companion of the 15th …, 2024 - dl.acm.org
Autotuning is an automated process that selects the best computer program implementation
from a set of candidates to improve performance, such as execution time, when run under …

[PDF][PDF] Data-Driven Dynamic Autotuning: Optimizing Autotuning Overhead with Prior Tuning Data

J OĽHA - is.muni.cz
Modern high performance computing applications often rely on heterogeneous hardware
resources to achieve maximum performance. This approach presents obvious benefits …