Long-Term Aging Impacts on Spatial On-Chip Power Density and Temperature

Sachin Sachdeva, Jinwei Zhang, H. Amrouch, S. Tan
{"title":"Long-Term Aging Impacts on Spatial On-Chip Power Density and Temperature","authors":"Sachin Sachdeva, Jinwei Zhang, H. Amrouch, S. Tan","doi":"10.1109/SMACD58065.2023.10192234","DOIUrl":null,"url":null,"abstract":"Long-term reliability, such as bias temperature instability (BTI) and hot-carrier injection (HCI), electromigration, etc., significantly impact the chip’s performance and lifetime. The existing approaches mainly focus on performance, such as delay and timing impacts, or only consider the BTI impacts on threshold voltage (VT ). However, the impact of BTI on power, specifically on the spatial power density and resulting thermal profile of a functional unit design, has not been thoroughly investigated. In this study, we evaluate the impact of BTI on both the spatial power density and temperature profiles of VLSI chips by considering its effects on multiple parameters of CMOS devices. Our findings show that BTI aging can lead to significant benefits in terms of on-chip temperature and the reduction of hot spots, especially at high operating temperatures, due to the decrease in power density. In this study, we focus on the impact of BTI aging on widely used circuits, such as dot product and dual-port synchronous RAM using a 45nm technology node. To account for the worst-case impact of BTI degradation, we utilized degradation-aware cell libraries that incorporate the maximum ΔVT of 63mV, i.e., is equivalent to 10 years of operation at Vdd=1.2V and T=130 °C. Our results indicate that after 10 years of operation, there is a significant impact on maximum power density for both the dot product and RAM circuits, with a reduction of around 5% and 7%, respectively. Similarly, there are noticeable maximum temperature changes, with a decrease of about 10% for the dot product and 6% for the RAM circuits.","PeriodicalId":239306,"journal":{"name":"2023 19th International Conference on Synthesis, Modeling, Analysis and Simulation Methods and Applications to Circuit Design (SMACD)","volume":"26 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2023-07-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2023 19th International Conference on Synthesis, Modeling, Analysis and Simulation Methods and Applications to Circuit Design (SMACD)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/SMACD58065.2023.10192234","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

Abstract

Long-term reliability, such as bias temperature instability (BTI) and hot-carrier injection (HCI), electromigration, etc., significantly impact the chip’s performance and lifetime. The existing approaches mainly focus on performance, such as delay and timing impacts, or only consider the BTI impacts on threshold voltage (VT ). However, the impact of BTI on power, specifically on the spatial power density and resulting thermal profile of a functional unit design, has not been thoroughly investigated. In this study, we evaluate the impact of BTI on both the spatial power density and temperature profiles of VLSI chips by considering its effects on multiple parameters of CMOS devices. Our findings show that BTI aging can lead to significant benefits in terms of on-chip temperature and the reduction of hot spots, especially at high operating temperatures, due to the decrease in power density. In this study, we focus on the impact of BTI aging on widely used circuits, such as dot product and dual-port synchronous RAM using a 45nm technology node. To account for the worst-case impact of BTI degradation, we utilized degradation-aware cell libraries that incorporate the maximum ΔVT of 63mV, i.e., is equivalent to 10 years of operation at Vdd=1.2V and T=130 °C. Our results indicate that after 10 years of operation, there is a significant impact on maximum power density for both the dot product and RAM circuits, with a reduction of around 5% and 7%, respectively. Similarly, there are noticeable maximum temperature changes, with a decrease of about 10% for the dot product and 6% for the RAM circuits.
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
长期老化对空间片上功率密度和温度的影响
长期可靠性,如偏置温度不稳定性(BTI)和热载流子注入(HCI),电迁移等,显著影响芯片的性能和寿命。现有的方法主要关注延迟和时序影响等性能,或者只考虑BTI对阈值电压(VT)的影响。然而,BTI对功率的影响,特别是对功能单元设计的空间功率密度和由此产生的热分布的影响,尚未得到彻底的研究。在本研究中,我们通过考虑其对CMOS器件多个参数的影响来评估BTI对超大规模集成电路芯片空间功率密度和温度分布的影响。我们的研究结果表明,由于功率密度的降低,BTI老化可以在片上温度和减少热点方面带来显着的好处,特别是在高工作温度下。在这项研究中,我们重点研究了BTI老化对广泛使用的电路的影响,例如使用45nm技术节点的点积和双端口同步RAM。为了考虑BTI降解的最坏影响,我们使用了降解感知电池库,其中包含最大ΔVT为63mV,即相当于在Vdd=1.2V和T=130°C下运行10年。我们的研究结果表明,经过10年的运行,点积和RAM电路的最大功率密度都有显著的影响,分别降低了约5%和7%。同样,存在明显的最高温度变化,点积降低约10%,RAM电路降低约6%。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 去求助
来源期刊
自引率
0.00%
发文量
0
期刊最新文献
PyXEL: Exploring Bitstream Analysis to Assess and Enhance the Robustness of Designs on FPGAs A Simplified Variability-Aware VCM Memristor Model for Efficient Circuit Simulation SMACD 2023 Cover Page Design considerations for a CMOS 65-nm RTN-based PUF Design of Low Power & Low Noise On-Chip BioAmplifier in Cooperation with Analog IC Synthesis at 130nm Skywater Technology
×
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
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术
文献互助 智能选刊 最新文献 互助须知 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 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1