{"title":"MORSE: Multi-objective reconfigurable self-optimizing memory scheduler","authors":"Janani Mukundan, José F. Martínez","doi":"10.1109/HPCA.2012.6168945","DOIUrl":null,"url":null,"abstract":"We propose a systematic and general approach to designing self-optimizing memory schedulers that can target arbitrary figures of merit (e.g., performance, throughput, energy, fairness). Using our framework, we instantiate three memory schedulers that target three important metrics: performance and energy efficiency of parallel workloads, as well as throughput/fairness of multiprogrammed workloads. Our experiments show that the resulting hardware significantly outperforms the state of the art in all cases.","PeriodicalId":380383,"journal":{"name":"IEEE International Symposium on High-Performance Comp Architecture","volume":"148 5 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2012-02-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"57","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"IEEE International Symposium on High-Performance Comp Architecture","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/HPCA.2012.6168945","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 57
Abstract
We propose a systematic and general approach to designing self-optimizing memory schedulers that can target arbitrary figures of merit (e.g., performance, throughput, energy, fairness). Using our framework, we instantiate three memory schedulers that target three important metrics: performance and energy efficiency of parallel workloads, as well as throughput/fairness of multiprogrammed workloads. Our experiments show that the resulting hardware significantly outperforms the state of the art in all cases.