REMU: Memory-aware Radiation Emulation via Dual Addressing for In-orbit Deep Learning System

The deployment of commercial-off-the-shelf (COTS) GPUs in space has emerged as a promising approach for supporting inorbit deep neural network (DNN) inference. However, unlike terrestrial environments, understanding the impact of space radiation on COTS GPU-enabled DNNs is critical. This is challeng...

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Bibliographic Details

Published in:	2025 62nd ACM/IEEE Design Automation Conference (DAC) pp. 1 - 7
Main Authors:	Xu, Longnv, Wang, Meiqi, Qiu, Han, Liu, Jun, Li, Yuanjie, Li, Hewu
Format:	Conference Proceeding
Language:	English
Published:	IEEE 22.06.2025
Subjects:	AI on satellites Artificial neural networks Deep learning Emulation memory emulation Random access memory Resilience Runtime Satellites Software Space radiation Testing
Online Access:	Get full text
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