DyCache: Dynamic Multi-Grain Cache Management for Irregular Memory Accesses on GPU

DyCache: Dynamic Multi-Grain Cache Management for Irregular Memory Accesses on GPU

GPU utilizes the wide cache-line (128B) on-chip cache to provide high bandwidth and efficient memory accesses for applications with regularly-organized data structures. However, emerging applications exhibit a lot of irregular control flows and memory access patterns. Irregular memory accesses gener...

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Bibliographic Details
Main Authors: Hui Guo, Libo Huang, Yashuai Lu, Sheng Ma, Zhiying Wang
Format: Article
Language:English
Published: IEEE 2018-01-01
Series:IEEE Access
Subjects:
Accelerator architectures
cache memory
fine-grain cache management
GPGPU computing
irregular memory access
memory divergence
Online Access:https://ieeexplore.ieee.org/document/8322224/

Internet

https://ieeexplore.ieee.org/document/8322224/

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