Scheduling-Aware Prefetching: Enabling the PCIe SSD to Extend the Global Memory of GPU Device

Tse-Yuan Wang,Chun-Feng Wu,Che-Wei Tsao,Yuan-Hao Chang,Tei-Wei Kuo

2021 IEEE 10th Non-Volatile Memory Systems and Applications Symposium (NVMSA)（2021）

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摘要

The evolution of Cyber-Physical Systems (CPSs) and Internet of Things (IoTs) enables mobile and smart embedded devices to be equipped with embedded GPUs for accelerating data-intensive applications. To cut down device prices and reduce energy consumption, current GPUs adopt the unified memory architecture to extend memory size with using the PCIe SSD which is cheaper than directly enlarging the of...

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关键词

Performance evaluation,Costs,Nonvolatile memory,Prefetching,Memory management,Memory architecture,Random access memory

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