{"title":"面向控制流密集设计的可靠性感知寄存器绑定","authors":"Liang Chen, M. Tahoori","doi":"10.1145/2593069.2593200","DOIUrl":null,"url":null,"abstract":"As soft error is a major reliability issue for nanoscale VLSI, addressing it during high level synthesis can have a significant impact on the overall design quality. Motivated by the observation that for behavioral designs, especially control-flow intensive ones, variables have nonuniform soft error vulnerabilities, we propose a novel reliability-aware register binding technique to explore more effective soft error mitigation during high level synthesis. We first perform a comprehensive variable vulnerability analysis at the behavioral level, by considering error propagation and masking in both control and data flow. Then an optimization based on integer linear programming is used to incorporate vulnerabilities into the register binding phase with a selective register protection scheme. The experimental results reveal that the proposed technique can achieve significant soft error mitigation (60% coverage of the total vulnerabilities) with a small portion (20%) of register protection.","PeriodicalId":433816,"journal":{"name":"2014 51st ACM/EDAC/IEEE Design Automation Conference (DAC)","volume":"17 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2014-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"8","resultStr":"{\"title\":\"Reliability-aware register binding for control-flow intensive designs\",\"authors\":\"Liang Chen, M. Tahoori\",\"doi\":\"10.1145/2593069.2593200\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"As soft error is a major reliability issue for nanoscale VLSI, addressing it during high level synthesis can have a significant impact on the overall design quality. Motivated by the observation that for behavioral designs, especially control-flow intensive ones, variables have nonuniform soft error vulnerabilities, we propose a novel reliability-aware register binding technique to explore more effective soft error mitigation during high level synthesis. We first perform a comprehensive variable vulnerability analysis at the behavioral level, by considering error propagation and masking in both control and data flow. Then an optimization based on integer linear programming is used to incorporate vulnerabilities into the register binding phase with a selective register protection scheme. The experimental results reveal that the proposed technique can achieve significant soft error mitigation (60% coverage of the total vulnerabilities) with a small portion (20%) of register protection.\",\"PeriodicalId\":433816,\"journal\":{\"name\":\"2014 51st ACM/EDAC/IEEE Design Automation Conference (DAC)\",\"volume\":\"17 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2014-06-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"8\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2014 51st ACM/EDAC/IEEE Design Automation Conference (DAC)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1145/2593069.2593200\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2014 51st ACM/EDAC/IEEE Design Automation Conference (DAC)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1145/2593069.2593200","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Reliability-aware register binding for control-flow intensive designs
As soft error is a major reliability issue for nanoscale VLSI, addressing it during high level synthesis can have a significant impact on the overall design quality. Motivated by the observation that for behavioral designs, especially control-flow intensive ones, variables have nonuniform soft error vulnerabilities, we propose a novel reliability-aware register binding technique to explore more effective soft error mitigation during high level synthesis. We first perform a comprehensive variable vulnerability analysis at the behavioral level, by considering error propagation and masking in both control and data flow. Then an optimization based on integer linear programming is used to incorporate vulnerabilities into the register binding phase with a selective register protection scheme. The experimental results reveal that the proposed technique can achieve significant soft error mitigation (60% coverage of the total vulnerabilities) with a small portion (20%) of register protection.