{"title":"On the Reliability of Xilinx's Deep Processing Unit and Systolic Arrays for Matrix Multiplication","authors":"F. Libano, P. Rech, J. Brunhaver","doi":"10.1109/RADECS50773.2020.9857687","DOIUrl":null,"url":null,"abstract":"Through neutron beam experiments, we measure the radiation sensitivity of Xilinx's DPU, and discuss the trade-offs between performance, area, and reliability. Furthermore, we provide insights on the fault model of systolic arrays for matrix multiplication.","PeriodicalId":371838,"journal":{"name":"2020 20th European Conference on Radiation and Its Effects on Components and Systems (RADECS)","volume":"91 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2020-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"3","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2020 20th European Conference on Radiation and Its Effects on Components and Systems (RADECS)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/RADECS50773.2020.9857687","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 3
Abstract
Through neutron beam experiments, we measure the radiation sensitivity of Xilinx's DPU, and discuss the trade-offs between performance, area, and reliability. Furthermore, we provide insights on the fault model of systolic arrays for matrix multiplication.
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