Evaluating the Impact of In-band ECC on GPU Performance

In the rapidly evolving landscape of GPU applications, ensuring reliability against memory errors is paramount. Memory errors are a significant source of hardware failures, necessitating robust GPU memory protection mechanisms like Error Correcting Codes (ECC). Current ECC implementations in GPUs, particularly in-band ECC used with Graphics DDR (GDDR) memories, aim to safeguard against these errors. However, in-band ECC significantly hampers performance due to the necessity of separate data and redundancy transfers, leading to increased latency and reduced throughputs. This paper examines performance impact of in-band ECC on GPUs.

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Publication Details

Published
2024-08-19
DOI
https://doi.org/10.1109/isocc62682.2024.10762528
Citations
2
Primary Topic
VLSI and Analog Circuit Testing
Type
article
Field-Weighted Citation Impact
0.98
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article

Evaluating the Impact of In-band ECC on GPU Performance

Jung Rae Kim, Soyoung Park
2 citations
VLSI and Analog Circuit Testing
0.98
article

Evaluating the Impact of In-band ECC on GPU Performance

Jung Rae Kim, Soyoung Park
article en
2 citations

Abstract

In the rapidly evolving landscape of GPU applications, ensuring reliability against memory errors is paramount. Memory errors are a significant source of hardware failures, necessitating robust GPU memory protection mechanisms like Error Correcting Codes (ECC). Current ECC implementations in GPUs, particularly in-band ECC used with Graphics DDR (GDDR) memories, aim to safeguard against these errors. However, in-band ECC significantly hampers performance due to the necessity of separate data and redundancy transfers, leading to increased latency and reduced throughputs. This paper examines performance impact of in-band ECC on GPUs.

Sungkyunkwan University (KR)
Affordable and clean energy
Openalex Percentile: Top 23%
VLSI and Analog Circuit Testing
0.98
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