{"title":"Introspective Computing","authors":"Karl Taht, R. Balasubramonian","doi":"10.1109/PACT.2017.49","DOIUrl":null,"url":null,"abstract":"We live in an advent of specialized tasks ranging from graphics, to networking and graph processing, to machine learning and more. While hardware accelerators cater to mainstream demands, general purpose units will always be challenged to run new software. Introspective Computing focuses on building a feedback mechanism to tune dynamic hardware features in real-time. Unlike most prior work, our study is done completely on a real system using hardware resources tunable in most modern Intel processors.","PeriodicalId":438103,"journal":{"name":"2017 26th International Conference on Parallel Architectures and Compilation Techniques (PACT)","volume":"32 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2017-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2017 26th International Conference on Parallel Architectures and Compilation Techniques (PACT)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/PACT.2017.49","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
Abstract
We live in an advent of specialized tasks ranging from graphics, to networking and graph processing, to machine learning and more. While hardware accelerators cater to mainstream demands, general purpose units will always be challenged to run new software. Introspective Computing focuses on building a feedback mechanism to tune dynamic hardware features in real-time. Unlike most prior work, our study is done completely on a real system using hardware resources tunable in most modern Intel processors.
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