Magnus Själander, Nina Shariati Nilsson, S. Kaxiras
{"title":"近似计算的可调缓存","authors":"Magnus Själander, Nina Shariati Nilsson, S. Kaxiras","doi":"10.1145/2770287.2770309","DOIUrl":null,"url":null,"abstract":"CMOS scaling is near its end but new emerging devices are being developed to replace CMOS. These devices have different features than CMOS, such as the possibility for multi-value logic, which present new opportunities when designing computer systems. In this work we investigate the use of multi-value devices to design a cache that can tune the amount of resources used to store application data. We leverage work on approximate computing to store data that are not application critical in a compact quaternary format while critical data is stored in a more error resilient binary format.","PeriodicalId":6519,"journal":{"name":"2014 IEEE/ACM International Symposium on Nanoscale Architectures (NANOARCH)","volume":"21 1","pages":"88-89"},"PeriodicalIF":0.0000,"publicationDate":"2014-07-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"11","resultStr":"{\"title\":\"A tunable cache for approximate computing\",\"authors\":\"Magnus Själander, Nina Shariati Nilsson, S. Kaxiras\",\"doi\":\"10.1145/2770287.2770309\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"CMOS scaling is near its end but new emerging devices are being developed to replace CMOS. These devices have different features than CMOS, such as the possibility for multi-value logic, which present new opportunities when designing computer systems. In this work we investigate the use of multi-value devices to design a cache that can tune the amount of resources used to store application data. We leverage work on approximate computing to store data that are not application critical in a compact quaternary format while critical data is stored in a more error resilient binary format.\",\"PeriodicalId\":6519,\"journal\":{\"name\":\"2014 IEEE/ACM International Symposium on Nanoscale Architectures (NANOARCH)\",\"volume\":\"21 1\",\"pages\":\"88-89\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2014-07-08\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"11\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2014 IEEE/ACM International Symposium on Nanoscale Architectures (NANOARCH)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1145/2770287.2770309\",\"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 IEEE/ACM International Symposium on Nanoscale Architectures (NANOARCH)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1145/2770287.2770309","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
CMOS scaling is near its end but new emerging devices are being developed to replace CMOS. These devices have different features than CMOS, such as the possibility for multi-value logic, which present new opportunities when designing computer systems. In this work we investigate the use of multi-value devices to design a cache that can tune the amount of resources used to store application data. We leverage work on approximate computing to store data that are not application critical in a compact quaternary format while critical data is stored in a more error resilient binary format.