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Parallelization Strategies for DLRM Embedding Bag Operator on AMD CPUs AMD CPU 上 DLRM 嵌入式袋运算器的并行化策略
IF 3.6 3区 计算机科学
IEEE Micro Pub Date : 2024-08-05 DOI: 10.1109/mm.2024.3423785
Krishnakumar Nair, Avinash-Chandra Pandey, Siddappa Karabannavar, Meena Arunachalam, John Kalamatianos, Varun Agrawal, Saurabh Gupta, Ashish Sirasao, Elliott Delaye, Steve Reinhardt, Rajesh Vivekanandham, Ralph Wittig, Vinod Kathail, Padmini Gopalakrishnan, Satyaprakash Pareek, Rishabh Jain, Mahmut Taylan Kandemir, Jun-Liang Lin, Gulsum Gudukbay Akbulut, Chita R. Das
{"title":"Parallelization Strategies for DLRM Embedding Bag Operator on AMD CPUs","authors":"Krishnakumar Nair, Avinash-Chandra Pandey, Siddappa Karabannavar, Meena Arunachalam, John Kalamatianos, Varun Agrawal, Saurabh Gupta, Ashish Sirasao, Elliott Delaye, Steve Reinhardt, Rajesh Vivekanandham, Ralph Wittig, Vinod Kathail, Padmini Gopalakrishnan, Satyaprakash Pareek, Rishabh Jain, Mahmut Taylan Kandemir, Jun-Liang Lin, Gulsum Gudukbay Akbulut, Chita R. Das","doi":"10.1109/mm.2024.3423785","DOIUrl":"https://doi.org/10.1109/mm.2024.3423785","url":null,"abstract":"","PeriodicalId":13100,"journal":{"name":"IEEE Micro","volume":"16 1","pages":""},"PeriodicalIF":3.6,"publicationDate":"2024-08-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141942815","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A Comparison Between Single-Ended, NRZ Unidirectional Signaling and Single-Ended, NRZ Simultaneous-Bidirectional Signaling for Die-to-Die Links 单端 NRZ 单向信令与单端 NRZ 同步双向信令在芯片到芯片链路上的比较
IF 3.6 3区 计算机科学
IEEE Micro Pub Date : 2024-08-05 DOI: 10.1109/mm.2024.3436008
Durand Jarrett-Amor, Tony Chan Carusone
{"title":"A Comparison Between Single-Ended, NRZ Unidirectional Signaling and Single-Ended, NRZ Simultaneous-Bidirectional Signaling for Die-to-Die Links","authors":"Durand Jarrett-Amor, Tony Chan Carusone","doi":"10.1109/mm.2024.3436008","DOIUrl":"https://doi.org/10.1109/mm.2024.3436008","url":null,"abstract":"","PeriodicalId":13100,"journal":{"name":"IEEE Micro","volume":"24 1","pages":""},"PeriodicalIF":3.6,"publicationDate":"2024-08-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141942819","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Test, Debug and Silicon Lifecycle Management Architecture for UCIe based Open Chiplet Ecosystem 基于 UCIe 的开放式芯片生态系统的测试、调试和硅生命周期管理架构
IF 3.6 3区 计算机科学
IEEE Micro Pub Date : 2024-08-01 DOI: 10.1109/mm.2024.3435702
Sridhar Muthrasanallur, Yervant Zorian
{"title":"Test, Debug and Silicon Lifecycle Management Architecture for UCIe based Open Chiplet Ecosystem","authors":"Sridhar Muthrasanallur, Yervant Zorian","doi":"10.1109/mm.2024.3435702","DOIUrl":"https://doi.org/10.1109/mm.2024.3435702","url":null,"abstract":"","PeriodicalId":13100,"journal":{"name":"IEEE Micro","volume":"70 1","pages":""},"PeriodicalIF":3.6,"publicationDate":"2024-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141883979","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Composition of Experts on the SN40L Reconfigurable Dataflow Unit SN40L 可重构数据流单元的专家组成
IF 3.6 3区 计算机科学
IEEE Micro Pub Date : 2024-07-25 DOI: 10.1109/mm.2024.3428548
Raghu Prabhakar, Ram Sivaramakrishnan, Darshan Gandhi, Yun Du, Mingran Wang, Xiangyu Sog, Kejie Zhang, Tianren Gao, Angela Wang, Karen Li, Joshua Brot, Calvin Leung, Tuowen Zhao, Mark Gottscho, Edison Chen, Kaizhao Liang, Swayambhoo Jain, Urmish Thakker, Kevin J. Brown, Kunle Olukotun
{"title":"Composition of Experts on the SN40L Reconfigurable Dataflow Unit","authors":"Raghu Prabhakar, Ram Sivaramakrishnan, Darshan Gandhi, Yun Du, Mingran Wang, Xiangyu Sog, Kejie Zhang, Tianren Gao, Angela Wang, Karen Li, Joshua Brot, Calvin Leung, Tuowen Zhao, Mark Gottscho, Edison Chen, Kaizhao Liang, Swayambhoo Jain, Urmish Thakker, Kevin J. Brown, Kunle Olukotun","doi":"10.1109/mm.2024.3428548","DOIUrl":"https://doi.org/10.1109/mm.2024.3428548","url":null,"abstract":"","PeriodicalId":13100,"journal":{"name":"IEEE Micro","volume":"19 1","pages":""},"PeriodicalIF":3.6,"publicationDate":"2024-07-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141776292","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Monza: An Energy-Minimal, General-Purpose Dataflow SoC for the Internet of Things 蒙扎适用于物联网的低能耗、通用数据流 SoC
IF 3.6 3区 计算机科学
IEEE Micro Pub Date : 2024-07-24 DOI: 10.1109/mm.2024.3426611
Nathan Beckmann, Brandon Lucia, Graham Gobieski, Tony Nowatzki, Thomas Jackson, Guénolé Lallement, Keyi Zhang, Amolak Nagi, Atharv Sathe, Harsh Desai
{"title":"Monza: An Energy-Minimal, General-Purpose Dataflow SoC for the Internet of Things","authors":"Nathan Beckmann, Brandon Lucia, Graham Gobieski, Tony Nowatzki, Thomas Jackson, Guénolé Lallement, Keyi Zhang, Amolak Nagi, Atharv Sathe, Harsh Desai","doi":"10.1109/mm.2024.3426611","DOIUrl":"https://doi.org/10.1109/mm.2024.3426611","url":null,"abstract":"","PeriodicalId":13100,"journal":{"name":"IEEE Micro","volume":"51 1","pages":""},"PeriodicalIF":3.6,"publicationDate":"2024-07-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141776293","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Optimizing NVMe Storage for Large-scale Deployment: Key Technologies and Strategies in Alibaba Cloud 为大规模部署优化 NVMe 存储：阿里云的关键技术和策略
IF 3.6 3区 计算机科学
IEEE Micro Pub Date : 2024-07-18 DOI: 10.1109/mm.2024.3426514
Yiquan Chen, Yuan Xie, Yijing Wang, Jiexiong Xu, Zhen Jin, Anyu Li, Xiaoyan Fu, Qiang Liu, Wenzhi Chen
{"title":"Optimizing NVMe Storage for Large-scale Deployment: Key Technologies and Strategies in Alibaba Cloud","authors":"Yiquan Chen, Yuan Xie, Yijing Wang, Jiexiong Xu, Zhen Jin, Anyu Li, Xiaoyan Fu, Qiang Liu, Wenzhi Chen","doi":"10.1109/mm.2024.3426514","DOIUrl":"https://doi.org/10.1109/mm.2024.3426514","url":null,"abstract":"","PeriodicalId":13100,"journal":{"name":"IEEE Micro","volume":"28 1","pages":""},"PeriodicalIF":3.6,"publicationDate":"2024-07-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141738946","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Synchronous, Low-Latency, Off-Module Interface for the IBM z16™ Telum® Processor 用于 IBM z16™ Telum® 处理器的同步、低延迟、模块外接口
IF 3.6 3区 计算机科学
IEEE Micro Pub Date : 2024-07-15 DOI: 10.1109/mm.2024.3424506
Patrick Meaney, Ashutosh Mishra, Rajat Rao
{"title":"Synchronous, Low-Latency, Off-Module Interface for the IBM z16™ Telum® Processor","authors":"Patrick Meaney, Ashutosh Mishra, Rajat Rao","doi":"10.1109/mm.2024.3424506","DOIUrl":"https://doi.org/10.1109/mm.2024.3424506","url":null,"abstract":"","PeriodicalId":13100,"journal":{"name":"IEEE Micro","volume":"90 1","pages":""},"PeriodicalIF":3.6,"publicationDate":"2024-07-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141717536","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Datacenter power and energy management: past, present, and future 数据中心电源和能源管理：过去、现在和未来
IF 3.6 3区 计算机科学
IEEE Micro Pub Date : 2024-07-12 DOI: 10.1109/mm.2024.3426478
Ricardo Bianchini, Christian Belady, Anand Sivasubramaniam
{"title":"Datacenter power and energy management: past, present, and future","authors":"Ricardo Bianchini, Christian Belady, Anand Sivasubramaniam","doi":"10.1109/mm.2024.3426478","DOIUrl":"https://doi.org/10.1109/mm.2024.3426478","url":null,"abstract":"","PeriodicalId":13100,"journal":{"name":"IEEE Micro","volume":"17 1","pages":""},"PeriodicalIF":3.6,"publicationDate":"2024-07-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141609873","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
DNNDaSher: A Compiler Framework for Dataflow Compatible End-to-End Acceleration on IBM AIU DNNDaSher：在 IBM AIU 上实现数据流兼容端到端加速的编译器框架
IF 3.6 3区 计算机科学
IEEE Micro Pub Date : 2024-07-12 DOI: 10.1109/mm.2024.3423750
Sanchari Sen, Shubham Jain, Sarada Krithivasan, Swagath Venkataramani, Vijayalakshmi Srinivasan
{"title":"DNNDaSher: A Compiler Framework for Dataflow Compatible End-to-End Acceleration on IBM AIU","authors":"Sanchari Sen, Shubham Jain, Sarada Krithivasan, Swagath Venkataramani, Vijayalakshmi Srinivasan","doi":"10.1109/mm.2024.3423750","DOIUrl":"https://doi.org/10.1109/mm.2024.3423750","url":null,"abstract":"","PeriodicalId":13100,"journal":{"name":"IEEE Micro","volume":"33 1","pages":""},"PeriodicalIF":3.6,"publicationDate":"2024-07-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141609874","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
AMD XDNA™ NPU in Ryzen™ AI Processors Ryzen™ 人工智能处理器中的 AMD XDNA™ NPU
IF 3.6 3区 计算机科学
IEEE Micro Pub Date : 2024-07-10 DOI: 10.1109/mm.2024.3423692
Alejandro Rico, Satyaprakash Pareek, Javier Cabezas, David Clarke, Baris Ozgul, Francisco Barat, Yao Fu, Stephan Münz, Dylan Stuart, Patrick Schlangen, Pedro Duarte, Sneha Date, Indrani Paul, Jian Weng, Sonal Santan, Vinod Kathail, Ashish Sirasao, Juanjo Noguera
{"title":"AMD XDNA™ NPU in Ryzen™ AI Processors","authors":"Alejandro Rico, Satyaprakash Pareek, Javier Cabezas, David Clarke, Baris Ozgul, Francisco Barat, Yao Fu, Stephan Münz, Dylan Stuart, Patrick Schlangen, Pedro Duarte, Sneha Date, Indrani Paul, Jian Weng, Sonal Santan, Vinod Kathail, Ashish Sirasao, Juanjo Noguera","doi":"10.1109/mm.2024.3423692","DOIUrl":"https://doi.org/10.1109/mm.2024.3423692","url":null,"abstract":"","PeriodicalId":13100,"journal":{"name":"IEEE Micro","volume":"44 1","pages":""},"PeriodicalIF":3.6,"publicationDate":"2024-07-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141584746","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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