Accurate power modeling of modern mobile application processors

Chanmin Yoon, Seokjun Lee, Yonghun Choi, Rhan Ha, Hojung Cha

Research output: Contribution to journalArticlepeer-review

9 Citations (Scopus)

Abstract

The power modeling of mobile application processors (APs) is a challenging task due to their complexity. The existing power models and their associated devices have mostly been made obsolete by recent hardware developments. In this paper, we propose an enhanced power model used in modern mobile devices. The model accurately estimates the power consumption of AP component and utilizes the runtime usage information of each hardware component. We evaluated the model accuracy using various benchmarks, as well as popular smartphone applications with multiple devices that employ different APs. The evaluation shows that our model achieves the mean absolute percentage error (MAPE) of 5.1%.

Original languageEnglish
Pages (from-to)17-31
Number of pages15
JournalJournal of Systems Architecture
Volume81
DOIs
Publication statusPublished - 2017 Nov

Bibliographical note

Funding Information:
This work was supported by Samsung Research Funding Center of Samsung Electronics under project number SRFCTB1503-02 .

Publisher Copyright:
© 2017 Elsevier B.V.

All Science Journal Classification (ASJC) codes

  • Software
  • Hardware and Architecture

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