This work proposes a comprehensive ISA extension to improve GPU reliability to transient effects. Three additional instructions are proposed, implemented, and combined with software-based datapath duplication. Modified program codes are compared to state-of-the-art software-based fault tolerance techniques in terms of execution time. The circuit area is evaluated against the original GPU architecture, and a fault injection campaign is performed to assess reliability. Results show that this comprehensive ISA extension improves performance and fault detection capabilities of software-based approaches at negligible costs in terms of circuit area. This work can help engineers in designing more efficient and resilient GPU architectures.
Improving GPU register file reliability with a comprehensive ISA extension / Gonçalves, M. M.; Rodriguez Condia, Josie E.; Reorda, M. Sonza; Sterpone, L.; Azambuja, J. R.. - In: MICROELECTRONICS RELIABILITY. - ISSN 0026-2714. - ELETTRONICO. - 114:(2020). [10.1016/j.microrel.2020.113768]
Improving GPU register file reliability with a comprehensive ISA extension
Rodriguez Condia, Josie E.;Reorda, M. Sonza;Sterpone, L.;
2020
Abstract
This work proposes a comprehensive ISA extension to improve GPU reliability to transient effects. Three additional instructions are proposed, implemented, and combined with software-based datapath duplication. Modified program codes are compared to state-of-the-art software-based fault tolerance techniques in terms of execution time. The circuit area is evaluated against the original GPU architecture, and a fault injection campaign is performed to assess reliability. Results show that this comprehensive ISA extension improves performance and fault detection capabilities of software-based approaches at negligible costs in terms of circuit area. This work can help engineers in designing more efficient and resilient GPU architectures.File | Dimensione | Formato | |
---|---|---|---|
1-s2.0-S0026271420305631-main.pdf
accesso riservato
Tipologia:
2a Post-print versione editoriale / Version of Record
Licenza:
Non Pubblico - Accesso privato/ristretto
Dimensione
507.95 kB
Formato
Adobe PDF
|
507.95 kB | Adobe PDF | Visualizza/Apri Richiedi una copia |
Pubblicazioni consigliate
I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.
https://hdl.handle.net/11583/2851141