Analyzing Data Locality on GPU Caches Using Static Profiling of Workloads

The diversity of workloads drives studies to use GPU more effectively to overcome the limited memory of GPUs. Precisely, it is essential to understand and utilize data locality of workloads to utilize the memory and cache efficiently, which is relatively smaller than CPU ’ s. It is import...

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Bibliographic Details
Main Authors: Jieun Kim, Hyeonsang Eom, Yoonhee Kim
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/10225495/