{"title":"Memory technology and applications","authors":"Allen Rush","doi":"10.1109/HOTCHIPS.2016.7936173","DOIUrl":null,"url":null,"abstract":"◢ Factors driving advanced memory designs - Applications requiring real time video, VR, advanced graphics ◢ Increased CPU/GPU performance - Need for balancing BW, capacity - HBM solutions ◢ Emerging applications with unique memory requirements - ML - training and inference ◢ Novel solutions for PE-Mem structures ◢ Big Data - More data upload - Cloud DL: massive parameter and training data sets","PeriodicalId":363333,"journal":{"name":"2016 IEEE Hot Chips 28 Symposium (HCS)","volume":"307 7","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2016-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2016 IEEE Hot Chips 28 Symposium (HCS)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/HOTCHIPS.2016.7936173","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 1
Abstract
◢ Factors driving advanced memory designs - Applications requiring real time video, VR, advanced graphics ◢ Increased CPU/GPU performance - Need for balancing BW, capacity - HBM solutions ◢ Emerging applications with unique memory requirements - ML - training and inference ◢ Novel solutions for PE-Mem structures ◢ Big Data - More data upload - Cloud DL: massive parameter and training data sets