在数据中心中实现基于fpga的加速的软件基础设施:邀请论文

J. Cong, Muhuan Huang, P. Pan, Di Wu, Peng Zhang
{"title":"在数据中心中实现基于fpga的加速的软件基础设施:邀请论文","authors":"J. Cong, Muhuan Huang, P. Pan, Di Wu, Peng Zhang","doi":"10.1145/2934583.2953984","DOIUrl":null,"url":null,"abstract":"This paper focuses on the development of an infrastructure to enable FPGA-based acceleration in data centers. We present an initial version of an integrated solution that includes automated compilation for accelerator generation, runtime accelerator resource scheduling and management, and acceleration libraries for FPGA-based customized computing for big data applications. The solution can help overcome some of the main challenges with FPGA-based accelerated computing. It has the potential to bring significant performance and energy efficiency improvement for data center applications.","PeriodicalId":142716,"journal":{"name":"Proceedings of the 2016 International Symposium on Low Power Electronics and Design","volume":"70 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2016-08-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"26","resultStr":"{\"title\":\"Software Infrastructure for Enabling FPGA-Based Accelerations in Data Centers: Invited Paper\",\"authors\":\"J. Cong, Muhuan Huang, P. Pan, Di Wu, Peng Zhang\",\"doi\":\"10.1145/2934583.2953984\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"This paper focuses on the development of an infrastructure to enable FPGA-based acceleration in data centers. We present an initial version of an integrated solution that includes automated compilation for accelerator generation, runtime accelerator resource scheduling and management, and acceleration libraries for FPGA-based customized computing for big data applications. The solution can help overcome some of the main challenges with FPGA-based accelerated computing. It has the potential to bring significant performance and energy efficiency improvement for data center applications.\",\"PeriodicalId\":142716,\"journal\":{\"name\":\"Proceedings of the 2016 International Symposium on Low Power Electronics and Design\",\"volume\":\"70 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2016-08-08\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"26\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Proceedings of the 2016 International Symposium on Low Power Electronics and Design\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1145/2934583.2953984\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Proceedings of the 2016 International Symposium on Low Power Electronics and Design","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1145/2934583.2953984","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 26

摘要

本文的重点是开发一种基础设施,使基于fpga的数据中心加速成为可能。我们提出了一个集成解决方案的初始版本,其中包括用于加速器生成的自动编译、运行时加速器资源调度和管理,以及用于大数据应用的基于fpga的定制计算的加速库。该解决方案可以帮助克服基于fpga的加速计算的一些主要挑战。它有潜力为数据中心应用程序带来显著的性能和能源效率改进。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Software Infrastructure for Enabling FPGA-Based Accelerations in Data Centers: Invited Paper
This paper focuses on the development of an infrastructure to enable FPGA-based acceleration in data centers. We present an initial version of an integrated solution that includes automated compilation for accelerator generation, runtime accelerator resource scheduling and management, and acceleration libraries for FPGA-based customized computing for big data applications. The solution can help overcome some of the main challenges with FPGA-based accelerated computing. It has the potential to bring significant performance and energy efficiency improvement for data center applications.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信