User-centric Joint Power and Thermal Management for Smartphones

被引:5
|
作者
Mercati, Pietro [1 ]
Rosing, Tajana Simunic [1 ]
Hanumaiah, Vinay [2 ]
Kulkarni, Jitendra [2 ]
Bloch, Simon [2 ]
机构
[1] Univ Calif San Diego, Dept Comp Sci & Engn, San Diego, CA 92103 USA
[2] Samsung Res Amer, Adv Syst Engn Lab, San Jose, CA 95134 USA
关键词
D O I
10.4108/icst.mobicase.2014.257788
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
Excessive power consumption and high temperatures are some of the key factors limiting battery charge life and performance of current mobile devices or smartphones. Existing power management solutions do not account for user-experience, which can impact user satisfaction. In this paper we propose a joint power and thermal management solution, which takes a proactive approach in reducing energy consumption while providing expected user-experience. The proposed technique modulates the operating conditions based on users application preferences and exploits the "change blindness" effect to reduce display power consumption. Another important aspect of our implementation is that it does not require any restructuring of the underlying operating system. A novel thermal model of the entire smartphone was built with the purpose of monitoring and controlling the operating conditions to keep the device temperatures within safe operating ranges. Our ready-to-use management technique has been implemented on Google Nexus 5 and has been demonstrated to achieve a 46% application-specific savings on power consumption and up to 35% savings in power consumption at the device level. The mean temperature estimation error is 1.17 degrees C.
引用
收藏
页码:98 / 105
页数:8
相关论文
共 50 条
  • [21] UCDM: A User-Centric Data Model in Power Blockchain
    Lv Z.X.
    Yu H.
    Kang K.
    Li T.C.
    Du G.L.
    Recent Advances in Computer Science and Communications, 2023, 16 (07) : 11 - 19
  • [22] User-centric mobility management for multimedia content access
    Bolla, Raffaele
    Rapuzzi, Riccardo
    Repetto, Matteo
    MULTIMEDIA TOOLS AND APPLICATIONS, 2014, 70 (01) : 267 - 295
  • [23] User-Centric UAV Group Power Allocation Algorithm
    Zhang, Yuexia
    Zhang, Pengfei
    WIRELESS COMMUNICATIONS & MOBILE COMPUTING, 2021, 2021
  • [24] User-centric identity management in open mobile environments
    Hoffmann, M
    PRIVACY, SECURITY AND TRUST WITHIN THE CONTEXT OF PERVASIVE COMPUTING, 2005, 780 : 99 - 104
  • [25] User-centric Harmonized Control for Single Joint Assistive Exoskeletons
    Haider, Usman
    Nyoman, Indrawibawa I.
    Coronado, Juan Lopez
    Kim, Chanki
    Virk, Gurvinder S.
    INTERNATIONAL JOURNAL OF ADVANCED ROBOTIC SYSTEMS, 2016, 13
  • [26] User-centric mobility management for multimedia content access
    Raffaele Bolla
    Riccardo Rapuzzi
    Matteo Repetto
    Multimedia Tools and Applications, 2014, 70 : 267 - 295
  • [27] A Hardware Implementation of the User-Centric Display Energy Management
    Moshnyaga, Vasily G.
    Hashimoto, Koji
    Suetsugu, Tadashi
    Higashi, Shuhei
    INTEGRATED CIRCUIT AND SYSTEM DESIGN: POWER AND TIMING MODELING, OPTIMIZATION AND SIMULATION, 2010, 5953 : 56 - 65
  • [28] User-Centric Identity Management Based on Secure Elements
    Boeger, Davi
    Barreto, Luciano
    Fraga, Joni
    Urien, Pascal
    Aissaoui, Hassane
    Santos, Andre
    Pujolle, Guy
    2014 IEEE SYMPOSIUM ON COMPUTERS AND COMMUNICATION (ISCC), 2014,
  • [29] Joint User-Centric Clustering and Multi-cell Radio Resource Management in Coordinated Multipoint Joint Transmission
    Shami, Tareq M.
    Grace, David
    Burr, Alister
    Zakaria, Muhammad D.
    WIRELESS PERSONAL COMMUNICATIONS, 2022, 124 (04) : 2983 - 3011
  • [30] Toward User-Centric Management of Organizational Information Systems
    Geczy, Peter
    Izumi, Noriaki
    Akaho, Shotaro
    Hasida, Koiti
    KMICE 2008 - KNOWLEDGE MANAGEMENT INTERNATIONAL CONFERENCE, 2008 - TRANSFERRING, MANAGING AND MAINTAINING KNOWLEDGE FOR NATION CAPACITY DEVELOPMENT, 2008, : 282 - 286