伦理智能物联网边缘的RISC-V核心:分析与设计选择

P. Haribabu, G. Sasirekha, M. Rao, Jyotsna L. Bapat, D. Das
{"title":"伦理智能物联网边缘的RISC-V核心:分析与设计选择","authors":"P. Haribabu, G. Sasirekha, M. Rao, Jyotsna L. Bapat, D. Das","doi":"10.1109/CCGridW59191.2023.00031","DOIUrl":null,"url":null,"abstract":"With the wide deployment of Internet of Things (IoT) solutions, along with the increased demand for incorporating intelligence at the edge, the development of high-performance System-on-Chips (SoC), specifically for edge devices, has gained momentum. Currently, most of the processors used for the development of IoT edge device are ARM architecture based, where license fees are involved. An open-source RISC-V based SoC for IoT edge is the requirement of the day that will accelerate IoT development and widespread deployment. This open-source RISC-V based device needs to be secure and protected from privacy breaches. The first and most crucial step towards developing such a secure and privacy enhanced ethical SoC for the edge, is the choice of RISC-V core. In this paper, the analysis performed for the design choice of the RISC V processor core has been detailed. After surveying the literature, three cores have been shortlisted and synthesized using FPGA device of Virtex® UltraScale+ family from Xilinx. The inferences from the synthesis results and its impact on the architecture of the proposed IoT edge SoC have been presented. The challenges in the design of an ethical edge-IoT SoC have been described. The approach for implementation and evaluation has been discussed.","PeriodicalId":341115,"journal":{"name":"2023 IEEE/ACM 23rd International Symposium on Cluster, Cloud and Internet Computing Workshops (CCGridW)","volume":"55 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2023-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"RISC-V Core for Ethical Intelligent IoT Edge: Analysis & Design Choice\",\"authors\":\"P. Haribabu, G. Sasirekha, M. Rao, Jyotsna L. Bapat, D. Das\",\"doi\":\"10.1109/CCGridW59191.2023.00031\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"With the wide deployment of Internet of Things (IoT) solutions, along with the increased demand for incorporating intelligence at the edge, the development of high-performance System-on-Chips (SoC), specifically for edge devices, has gained momentum. Currently, most of the processors used for the development of IoT edge device are ARM architecture based, where license fees are involved. An open-source RISC-V based SoC for IoT edge is the requirement of the day that will accelerate IoT development and widespread deployment. This open-source RISC-V based device needs to be secure and protected from privacy breaches. The first and most crucial step towards developing such a secure and privacy enhanced ethical SoC for the edge, is the choice of RISC-V core. In this paper, the analysis performed for the design choice of the RISC V processor core has been detailed. After surveying the literature, three cores have been shortlisted and synthesized using FPGA device of Virtex® UltraScale+ family from Xilinx. The inferences from the synthesis results and its impact on the architecture of the proposed IoT edge SoC have been presented. The challenges in the design of an ethical edge-IoT SoC have been described. The approach for implementation and evaluation has been discussed.\",\"PeriodicalId\":341115,\"journal\":{\"name\":\"2023 IEEE/ACM 23rd International Symposium on Cluster, Cloud and Internet Computing Workshops (CCGridW)\",\"volume\":\"55 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2023-05-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2023 IEEE/ACM 23rd International Symposium on Cluster, Cloud and Internet Computing Workshops (CCGridW)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/CCGridW59191.2023.00031\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2023 IEEE/ACM 23rd International Symposium on Cluster, Cloud and Internet Computing Workshops (CCGridW)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/CCGridW59191.2023.00031","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

摘要

随着物联网(IoT)解决方案的广泛部署,以及在边缘集成智能的需求增加,高性能系统芯片(SoC)的发展,特别是针对边缘设备,已经获得了动力。目前,用于开发物联网边缘设备的大多数处理器都是基于ARM架构的,这涉及到许可费。基于开源RISC-V的物联网边缘SoC是当今的需求,它将加速物联网的开发和广泛部署。这种基于开源RISC-V的设备需要安全,并防止隐私泄露。为边缘开发这样一个安全和隐私增强的道德SoC的第一步也是最关键的一步是选择RISC-V核心。本文对RISC V处理器内核的设计选择进行了详细的分析。在查阅文献后,我们选择了三个内核,并利用Xilinx公司Virtex®UltraScale+系列的FPGA器件进行了合成。本文介绍了综合结果的推论及其对所提出的物联网边缘SoC架构的影响。描述了道德边缘物联网SoC设计中的挑战。讨论了执行和评价的方法。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
RISC-V Core for Ethical Intelligent IoT Edge: Analysis & Design Choice
With the wide deployment of Internet of Things (IoT) solutions, along with the increased demand for incorporating intelligence at the edge, the development of high-performance System-on-Chips (SoC), specifically for edge devices, has gained momentum. Currently, most of the processors used for the development of IoT edge device are ARM architecture based, where license fees are involved. An open-source RISC-V based SoC for IoT edge is the requirement of the day that will accelerate IoT development and widespread deployment. This open-source RISC-V based device needs to be secure and protected from privacy breaches. The first and most crucial step towards developing such a secure and privacy enhanced ethical SoC for the edge, is the choice of RISC-V core. In this paper, the analysis performed for the design choice of the RISC V processor core has been detailed. After surveying the literature, three cores have been shortlisted and synthesized using FPGA device of Virtex® UltraScale+ family from Xilinx. The inferences from the synthesis results and its impact on the architecture of the proposed IoT edge SoC have been presented. The challenges in the design of an ethical edge-IoT SoC have been described. The approach for implementation and evaluation has been discussed.
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:604180095
Book学术官方微信