Details

Autor(en) / Beteiligte

• Hijma, Pieter
• Heldens, Stijn
• Sclocco, Alessio
• van Werkhoven, Ben
• Bal, Henri E.

Titel

Optimization Techniques for GPU Programming

Ist Teil von

• ACM computing surveys, 2023-11, Vol.55 (11), p.1-81, Article 239

Ort / Verlag

New York, NY: ACM

Erscheinungsjahr

2023

Link zum Volltext

Quelle

EBSCOhost Business Source Ultimate

Beschreibungen/Notizen

• In the past decade, Graphics Processing Units have played an important role in the field of high-performance computing and they still advance new fields such as IoT, autonomous vehicles, and exascale computing. It is therefore important to understand how to extract performance from these processors, something that is not trivial. This survey discusses various optimization techniques found in 450 articles published in the last 14 years. We analyze the optimizations from different perspectives which shows that the various optimizations are highly interrelated, explaining the need for techniques such as auto-tuning.