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Model-based Analysis of Energy Consumption in Smartphone Applications

Research Project

Project/Area Number 26330095
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field Software
Research InstitutionNational Institute of Informatics

Principal Investigator

Nakajima Shin  国立情報学研究所, 情報社会相関研究系, 教授 (60350211)

Project Period (FY) 2014-04-01 – 2017-03-31
Project Status Completed (Fiscal Year 2016)
Budget Amount *help
¥4,680,000 (Direct Cost: ¥3,600,000、Indirect Cost: ¥1,080,000)
Fiscal Year 2016: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000)
Fiscal Year 2015: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000)
Fiscal Year 2014: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000)
Keywordsモデルベース開発 / 機能外要求 / 電力消費 / モデル検査 / ハイブリッドシステム / スマートフォン
Outline of Final Research Achievements

Energy consumption is one of the primary non-functional concerns in systems equipped with batteries. The capacity of batteries is limited and reducing the consumption of battery power is mandatory for the systems to be long-lived. The hardware components consume the battery power directly. However, application programs are responsible for the energy consumption because they control the usage of the hardware components. If the programs have some hidden bugs in them, unexpected large amount of energy may be consumed. These energy bugs must be eliminated at early stages of developing application programs. We study a model-based analysis method of energy consumption behavior. Using a variant of weighted timed-automata as a rigorous model, we reduce the problem of detecting anomalies in the energy consumption behavior to logic model checking.

Report

(4 results)
  • 2016 Annual Research Report   Final Research Report ( PDF )
  • 2015 Research-status Report
  • 2014 Research-status Report
  • Research Products

    (17 results)

All 2016 2015 2014

All Journal Article (7 results) (of which Peer Reviewed: 7 results,  Acknowledgement Compliant: 6 results) Presentation (10 results) (of which Int'l Joint Research: 1 results,  Invited: 2 results)

  • [Journal Article] Model-based Analysis of Energy Consumption Behavior2016

    • Author(s)
      Shin Nakajima
    • Journal Title

      Trustworthy Cyber-Physical Systems Engineering

      Volume: - Pages: 271-305

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Using Real-Time Maude to Model Check Energy Consumption Behavior2015

    • Author(s)
      S. Nakajima
    • Journal Title

      Proc. 20th International Symposium on Formal Methods

      Volume: - Pages: 378-394

    • Related Report
      2015 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Formal Analysis of Android Application Behavior with Real-Time Maude2015

    • Author(s)
      S. Nakajima
    • Journal Title

      Proc. 3rd International Conference on Cyber-Physical Systems, Networks, and Applications

      Volume: - Pages: 7-12

    • Related Report
      2015 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Fault Localization of Energy Consumption Behavior using Maximum Satisfiability2015

    • Author(s)
      S. Nakajima and S.-M. Lamraoui
    • Journal Title

      Proc. Fifth International Workshop on Design, Modeling and Evaluation of Cyber Physical Systems

      Volume: - Pages: 99-115

    • Related Report
      2015 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Model Checking of Energy Consumption Behavior2015

    • Author(s)
      S. Nakajima
    • Journal Title

      Proc.1st International Conference on Complex Systems Design and Management (CSD&M Asia 2014)

      Volume: 1 Pages: 3-14

    • Related Report
      2014 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Everlasting Challenges with the OBJ Language Family2014

    • Author(s)
      S. Nakajima
    • Journal Title

      Proc. Specification, Algebra, and Software (SAS2014)

      Volume: 8373 Pages: 478-493

    • Related Report
      2014 Research-status Report
    • Peer Reviewed
  • [Journal Article] Behavioral Contracts for Energy Consumption2014

    • Author(s)
      S. Nakajima and M. Toyoshima
    • Journal Title

      Ada User Journal

      Volume: 35 Pages: 266-271

    • Related Report
      2014 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Presentation] アンドロイド・アプリの電力消費振舞い:形式モデルと有界解析2015

    • Author(s)
      中島震
    • Organizer
      日本ソフトウェア科学会第32回大会
    • Place of Presentation
      早稲田大学
    • Year and Date
      2015-09-09
    • Related Report
      2015 Research-status Report
  • [Presentation] AlloyとEvent-Bを用いる2段階モデリング手法2015

    • Author(s)
      中島震
    • Organizer
      電子情報通信学会ソフトウェアサイエンス研究会
    • Place of Presentation
      札幌市教育文化会館
    • Year and Date
      2015-07-24
    • Related Report
      2015 Research-status Report
  • [Presentation] Analyzing Lifecycle Behavior of Android Application Components2015

    • Author(s)
      S. Nakajima
    • Organizer
      The First International Workshop on Dependable Software and Applications
    • Place of Presentation
      台湾、台中市
    • Year and Date
      2015-07-05
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] Model Checking of Energy Consumption Behavior2014

    • Author(s)
      S. Nakajima
    • Organizer
      湘南会議
    • Place of Presentation
      湘南国際村センター
    • Year and Date
      2014-10-30
    • Related Report
      2014 Research-status Report
    • Invited
  • [Presentation] 有界な時区間におけるコスト制約問題としての電力消費解析2014

    • Author(s)
      中島震
    • Organizer
      電子情報通信学会ソフトウェアサイエンス研究会
    • Place of Presentation
      高知市文化プラザかるぽーと
    • Year and Date
      2014-10-24
    • Related Report
      2014 Research-status Report
  • [Presentation] スマートタブレットの省電力2014

    • Author(s)
      中島震
    • Organizer
      情報処理学会 組込みシステムシンポジウム (ESS2014)
    • Place of Presentation
      国立オリンピック記念青少年センター
    • Year and Date
      2014-10-22
    • Related Report
      2014 Research-status Report
    • Invited
  • [Presentation] 電力消費振る舞いのロジック・モデル検査2014

    • Author(s)
      中島震
    • Organizer
      情報処理学会 第34回組込みシステム研究会
    • Place of Presentation
      札幌市男女共同参画センター
    • Year and Date
      2014-09-17
    • Related Report
      2014 Research-status Report
  • [Presentation] スマホ・アプリ電力消費振る舞いと検査性質の表現2014

    • Author(s)
      中島震
    • Organizer
      日本ソフトウェア科学会第31回大会
    • Place of Presentation
      名古屋大学
    • Year and Date
      2014-09-09
    • Related Report
      2014 Research-status Report
  • [Presentation] Using Linear Temporal Logic with Freeze Quantifier in Model-based Analysis of Energy Consumption2014

    • Author(s)
      S. Nakajima
    • Organizer
      The 2nd IEEE International Conference on Cyber-Physical Systems, Networks, and Applications (CPSNA 2014)
    • Place of Presentation
      香港、中国
    • Year and Date
      2014-08-25
    • Related Report
      2014 Research-status Report
  • [Presentation] Behavioral Contracts for Energy Consumption2014

    • Author(s)
      S. Nakajima and M. Toyoshima
    • Organizer
      Challenges and New Approaches for Dependable Cyber-Physical Systems Engineering (De-CPS 2014)
    • Place of Presentation
      パリ、フランス
    • Year and Date
      2014-06-23
    • Related Report
      2014 Research-status Report

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Published: 2014-04-04   Modified: 2018-03-22  

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