Matches in SemOpenAlex for { <https://semopenalex.org/work/W4387106118> ?p ?o ?g. }
Showing items 1 to 79 of
79
with 100 items per page.
- W4387106118 abstract "Abstract Graphics Processing Units (GPUs) have become integral to embedded systems and supercomputing centers due to their large memory, cutting-edge technology and high performace per watt. However, their susceptibility to transient errors necessitates a comprehensive analysis of error sensitivity, as well as the development of error mitigation techniques and fault-tolerant algorithms. This study focuses on evaluating the soft-error sensitivity of two distinct versions of LU decomposition algorithms implemented two on very different GPUs—a low-power SoC embedded GPU and a high-performance massively parallel GPU.Through extensive fault injection campaigns on both GPUs, we examine the vulnerability of the algorithms, identify error causes, and determine critical code components requiring enhanced protection. The experiments reveal that most single bit flip fault injections in the instruction results lead to erroneous outcomes or unrecoverable errors. Notably, efficient GPU resource utilization can increase the number of masked errors, thereby enhancing error resilience. Additionally, while different parts of the code exhibit similar error occurrence types and rates, the propagation of errors to elements within the result matrix differs significantly." @default.
- W4387106118 created "2023-09-28" @default.
- W4387106118 creator A5004991604 @default.
- W4387106118 creator A5022411878 @default.
- W4387106118 creator A5035231654 @default.
- W4387106118 creator A5056031998 @default.
- W4387106118 creator A5073896117 @default.
- W4387106118 date "2023-09-27" @default.
- W4387106118 modified "2023-09-28" @default.
- W4387106118 title "Comparative Analysis of Soft-Error Sensitivity in LU Decomposition Algorithms on Diverse GPUs" @default.
- W4387106118 doi "https://doi.org/10.21203/rs.3.rs-3372503/v1" @default.
- W4387106118 hasPublicationYear "2023" @default.
- W4387106118 type Work @default.
- W4387106118 citedByCount "0" @default.
- W4387106118 crossrefType "posted-content" @default.
- W4387106118 hasAuthorship W4387106118A5004991604 @default.
- W4387106118 hasAuthorship W4387106118A5022411878 @default.
- W4387106118 hasAuthorship W4387106118A5035231654 @default.
- W4387106118 hasAuthorship W4387106118A5056031998 @default.
- W4387106118 hasAuthorship W4387106118A5073896117 @default.
- W4387106118 hasBestOaLocation W43871061181 @default.
- W4387106118 hasConcept C103088060 @default.
- W4387106118 hasConcept C11413529 @default.
- W4387106118 hasConcept C120314980 @default.
- W4387106118 hasConcept C121684516 @default.
- W4387106118 hasConcept C123614077 @default.
- W4387106118 hasConcept C127413603 @default.
- W4387106118 hasConcept C154474529 @default.
- W4387106118 hasConcept C173608175 @default.
- W4387106118 hasConcept C177264268 @default.
- W4387106118 hasConcept C199360897 @default.
- W4387106118 hasConcept C21200559 @default.
- W4387106118 hasConcept C21442007 @default.
- W4387106118 hasConcept C24326235 @default.
- W4387106118 hasConcept C2775928411 @default.
- W4387106118 hasConcept C2776760102 @default.
- W4387106118 hasConcept C2777904410 @default.
- W4387106118 hasConcept C2778119891 @default.
- W4387106118 hasConcept C2779851693 @default.
- W4387106118 hasConcept C41008148 @default.
- W4387106118 hasConcept C63540848 @default.
- W4387106118 hasConcept C83283714 @default.
- W4387106118 hasConceptScore W4387106118C103088060 @default.
- W4387106118 hasConceptScore W4387106118C11413529 @default.
- W4387106118 hasConceptScore W4387106118C120314980 @default.
- W4387106118 hasConceptScore W4387106118C121684516 @default.
- W4387106118 hasConceptScore W4387106118C123614077 @default.
- W4387106118 hasConceptScore W4387106118C127413603 @default.
- W4387106118 hasConceptScore W4387106118C154474529 @default.
- W4387106118 hasConceptScore W4387106118C173608175 @default.
- W4387106118 hasConceptScore W4387106118C177264268 @default.
- W4387106118 hasConceptScore W4387106118C199360897 @default.
- W4387106118 hasConceptScore W4387106118C21200559 @default.
- W4387106118 hasConceptScore W4387106118C21442007 @default.
- W4387106118 hasConceptScore W4387106118C24326235 @default.
- W4387106118 hasConceptScore W4387106118C2775928411 @default.
- W4387106118 hasConceptScore W4387106118C2776760102 @default.
- W4387106118 hasConceptScore W4387106118C2777904410 @default.
- W4387106118 hasConceptScore W4387106118C2778119891 @default.
- W4387106118 hasConceptScore W4387106118C2779851693 @default.
- W4387106118 hasConceptScore W4387106118C41008148 @default.
- W4387106118 hasConceptScore W4387106118C63540848 @default.
- W4387106118 hasConceptScore W4387106118C83283714 @default.
- W4387106118 hasLocation W43871061181 @default.
- W4387106118 hasOpenAccess W4387106118 @default.
- W4387106118 hasPrimaryLocation W43871061181 @default.
- W4387106118 hasRelatedWork W1546507363 @default.
- W4387106118 hasRelatedWork W2075046026 @default.
- W4387106118 hasRelatedWork W2142485291 @default.
- W4387106118 hasRelatedWork W2161462353 @default.
- W4387106118 hasRelatedWork W2191246539 @default.
- W4387106118 hasRelatedWork W2319181367 @default.
- W4387106118 hasRelatedWork W2320652536 @default.
- W4387106118 hasRelatedWork W4210849164 @default.
- W4387106118 hasRelatedWork W4312275798 @default.
- W4387106118 hasRelatedWork W84129006 @default.
- W4387106118 isParatext "false" @default.
- W4387106118 isRetracted "false" @default.
- W4387106118 workType "article" @default.