Frederic Sala, Henry Duwe, L. Dolecek, Rakesh Kumar
{"title":"A Unified Framework for Error Correction in On-chip Memories","authors":"Frederic Sala, Henry Duwe, L. Dolecek, Rakesh Kumar","doi":"10.1109/DSN-W.2016.65","DOIUrl":null,"url":null,"abstract":"Many techniques have been proposed to improve the reliability of on-chip memories (e.g., caches). These techniques can be broadly characterized as being based on either errorcorrecting codes, side-information from built-in self test (BIST) routines, or hybrid combinations of the two. Although each proposal has been shown to be favorable under a certain set of assumptions and parameters, it is difficult to determine the suitability of such techniques in the overall design space. In this paper, we seek to resolve this problem by introducing a unified general framework representing such schemes. The framework, composed of storage, decoders, costs, and error rates, allows a full exploration of the design space of reliability techniques. We show how existing schemes can be represented in this framework and we use the framework to examine performance in the practical case of high overall and moderate BIST-undetectable fault rates. We show that erasure-based sideinformation schemes are less sensitive to BIST-undetectable errors compared to other techniques.","PeriodicalId":184154,"journal":{"name":"2016 46th Annual IEEE/IFIP International Conference on Dependable Systems and Networks Workshop (DSN-W)","volume":"28 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2016-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"4","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2016 46th Annual IEEE/IFIP International Conference on Dependable Systems and Networks Workshop (DSN-W)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/DSN-W.2016.65","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 4
Abstract
Many techniques have been proposed to improve the reliability of on-chip memories (e.g., caches). These techniques can be broadly characterized as being based on either errorcorrecting codes, side-information from built-in self test (BIST) routines, or hybrid combinations of the two. Although each proposal has been shown to be favorable under a certain set of assumptions and parameters, it is difficult to determine the suitability of such techniques in the overall design space. In this paper, we seek to resolve this problem by introducing a unified general framework representing such schemes. The framework, composed of storage, decoders, costs, and error rates, allows a full exploration of the design space of reliability techniques. We show how existing schemes can be represented in this framework and we use the framework to examine performance in the practical case of high overall and moderate BIST-undetectable fault rates. We show that erasure-based sideinformation schemes are less sensitive to BIST-undetectable errors compared to other techniques.