VarDroid: Android/Linux平台上的在线可变性仿真

Pietro Mercati, Francesco Paterna, Andrea Bartolini, M. Imani, L. Benini, T. Simunic
{"title":"VarDroid: Android/Linux平台上的在线可变性仿真","authors":"Pietro Mercati, Francesco Paterna, Andrea Bartolini, M. Imani, L. Benini, T. Simunic","doi":"10.1145/2902961.2902971","DOIUrl":null,"url":null,"abstract":"Variability is the real big challenge for integrated circuits. Today, simulators help to estimate the effect of variability, but fail to capture real workload dynamics and user interactions, which are fundamental to mobile devices. This paper presents VarDroid, a low-overhead tool to emulate power and performance variability on real platforms, running on top of the Android operating system. VarDroid enables analyzing the effect of variability in power and performance while capturing the complex interactions characteristic of mobile workloads, thus relating to user's quality of experience. The paper presents use cases to show the utility of VarDroid to test applications, device and OS robustness under the effects of variability. Our results show that a variability-agnostic OS can incur in a performance penalty of up to 60% and a power penalty of up to 20%.","PeriodicalId":407054,"journal":{"name":"2016 International Great Lakes Symposium on VLSI (GLSVLSI)","volume":"8 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2016-05-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":"{\"title\":\"VarDroid: Online variability emulation in Android/Linux platforms\",\"authors\":\"Pietro Mercati, Francesco Paterna, Andrea Bartolini, M. Imani, L. Benini, T. Simunic\",\"doi\":\"10.1145/2902961.2902971\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Variability is the real big challenge for integrated circuits. Today, simulators help to estimate the effect of variability, but fail to capture real workload dynamics and user interactions, which are fundamental to mobile devices. This paper presents VarDroid, a low-overhead tool to emulate power and performance variability on real platforms, running on top of the Android operating system. VarDroid enables analyzing the effect of variability in power and performance while capturing the complex interactions characteristic of mobile workloads, thus relating to user's quality of experience. The paper presents use cases to show the utility of VarDroid to test applications, device and OS robustness under the effects of variability. Our results show that a variability-agnostic OS can incur in a performance penalty of up to 60% and a power penalty of up to 20%.\",\"PeriodicalId\":407054,\"journal\":{\"name\":\"2016 International Great Lakes Symposium on VLSI (GLSVLSI)\",\"volume\":\"8 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2016-05-18\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"1\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2016 International Great Lakes Symposium on VLSI (GLSVLSI)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1145/2902961.2902971\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2016 International Great Lakes Symposium on VLSI (GLSVLSI)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1145/2902961.2902971","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 1

摘要

可变性是集成电路真正的大挑战。目前,模拟器可以帮助估计可变性的影响,但无法捕获实际的工作负载动态和用户交互,而这是移动设备的基础。本文介绍了VarDroid,这是一个低开销的工具,可以在真实平台上模拟功率和性能变化,运行在Android操作系统之上。VarDroid能够分析功率和性能变化的影响,同时捕捉移动工作负载的复杂交互特征,从而与用户的体验质量相关。本文给出了用例来展示VarDroid在可变性影响下测试应用程序、设备和操作系统鲁棒性的效用。我们的结果表明,一个可变性不可知的操作系统可能会导致高达60%的性能损失和高达20%的功耗损失。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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
VarDroid: Online variability emulation in Android/Linux platforms
Variability is the real big challenge for integrated circuits. Today, simulators help to estimate the effect of variability, but fail to capture real workload dynamics and user interactions, which are fundamental to mobile devices. This paper presents VarDroid, a low-overhead tool to emulate power and performance variability on real platforms, running on top of the Android operating system. VarDroid enables analyzing the effect of variability in power and performance while capturing the complex interactions characteristic of mobile workloads, thus relating to user's quality of experience. The paper presents use cases to show the utility of VarDroid to test applications, device and OS robustness under the effects of variability. Our results show that a variability-agnostic OS can incur in a performance penalty of up to 60% and a power penalty of up to 20%.
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
期刊最新文献
Concurrent error detection for reliable SHA-3 design Task-resource co-allocation for hotspot minimization in heterogeneous many-core NoCs Multiple attempt write strategy for low energy STT-RAM An enhanced analytical electrical masking model for multiple event transients A novel on-chip impedance calibration method for LPDDR4 interface between DRAM and AP/SoC
×
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:481959085
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