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  • 标题:A Novel GPU Power Model for Accurate Smartphone Power Breakdown
  • 本地全文:下载
  • 作者:Kim, Young Geun ; Kim, Minyong ; Kim, Jae Min
  • 期刊名称:ETRI Journal
  • 印刷版ISSN:1225-6463
  • 电子版ISSN:2233-7326
  • 出版年度:2015
  • 卷号:37
  • 期号:1
  • 页码:157-164
  • DOI:10.4218/etrij.15.0113.1411
  • 语种:English
  • 出版社:Electronics and Telecommunications Research Institute
  • 摘要:As GPU power consumption in smartphones increases with more advanced graphic performance, it becomes essential to estimate GPU power consumption accurately. The conventional GPU power model assumes, simply, that a GPU consumes constant power when turned on; however, this is no longer true for recent smartphone GPUs. In this paper, we propose an accurate GPU power model for smartphones, considering newly adopted dynamic voltage and frequency scaling. For the proposed GPU power model, our evaluation results show that the error rate for system power estimation is as low as 2.9%, on average, and 4.6% in the worst case.
  • 关键词:GPU;power model;power breakdown;power consumption;smartphone
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