Resource-Aware Smart Home Management System by Constructing Resource Relation Graph

被引:49
|
作者
Son, Ji-Yeon [1 ]
Park, Jun-Hee [1 ]
Moon, Kyeong-Deok [3 ]
Lee, Young-Hee [2 ]
机构
[1] Elect & Telecommun Res Inst, Home Network Middleware, Taejon 305606, South Korea
[2] Korea Adv Inst Sci & Technol, Dept Comp Sci, Taejon 305701, South Korea
[3] Elect & Telecommun Res Inst, Green Comp Res Dept, Home Network Middleware & Java Embedded Architect, Taejon 305606, South Korea
关键词
Home Resource Model; Smart Home Resource Management; Resource Relation Graph; FRAMEWORK; NETWORKS;
D O I
10.1109/TCE.2011.6018863
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
With the advent of smart home devices including Smart TV or smart appliances, home becomes smarter. Smart home is a complex environment where heterogeneous smart devices and appliances are connected to each other to provide various smart services. As the home environments become smarter and more complex, the need for an effective managing mechanism with minimum user's intervention is growing. However, just only putting together all the individual information of each resource is not enough, since it is very hard to catch out overall home situation without the relation information between the managed resources. In this paper, we propose a resource-aware management system with hierarchical smart home resource model, using the home context information which defines the information convergence model of heterogeneous home resources and builds a home knowledge by constructing a resource relation graph. The proposed system can accelerate deployment of advanced future smart home service features such as context-aware dynamic service composition, autonomous fault management systems. In addition, it allows cost effective remote maintenance system with highly convenient manageability. We implemented the prototype system of our proposed architecture and evaluated the performance on the query response time of home resources and relations in a real environment. Results showed that it has acceptable performance for navigating or control of home information and excellent improvements in terms of relation based search. We anticipate that the proposed system will bring the huge benefits not only to the consumers, home network service providers but also to the home network maintenance companies in terms of ease of management, and diagnostic effectiveness.(1).
引用
收藏
页码:1112 / 1119
页数:8
相关论文
共 50 条
  • [41] A Pricing Based Cost-aware Dynamic Resource Management for Cooperative Cloudlets in Edge Computing
    Wan, Xili
    Yin, Jia
    Guan, Xinjie
    Bai, Guangwei
    Choi, Baek-Young
    2018 27TH INTERNATIONAL CONFERENCE ON COMPUTER COMMUNICATION AND NETWORKS (ICCCN), 2018,
  • [42] Electromagnetic Field-Aware Radio Resource Management for 5G and Beyond: A Survey
    Salem, Mohammed Ahmed
    Lim, Heng Siong
    Diong, Kah Seng
    Alaghbari, Khaled A.
    Zarakovitis, Charilaos C.
    Chien, Su Fong
    COMPUTERS, 2025, 14 (02)
  • [43] Memory-aware resource management algorithm for low-energy cloud data centers
    Liang, Bin
    Dong, Xiaoshe
    Wang, Yufei
    Zhang, Xingjun
    FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE, 2020, 113 : 329 - 342
  • [44] Human-in-the-Loop Wireless Communications: Machine Learning and Brain-Aware Resource Management
    Kasgari, Ali Taleb Zadeh
    Saad, Walid
    Debbah, Merouane
    IEEE TRANSACTIONS ON COMMUNICATIONS, 2019, 67 (11) : 7727 - 7743
  • [45] A smart home management system with hierarchical behavior suggestion and recovery mechanism
    Shen, Victor R. L.
    Yang, Cheng-Ying
    Chen, Chien Hung
    COMPUTER STANDARDS & INTERFACES, 2015, 41 : 98 - 111
  • [46] An Economic Lighting Management System of the Internet of Things for Smart Home Application
    Lee, Chao-Yang
    Yang, Chu-Sing
    PROCEEDINGS OF THE 2016 3RD INTERNATIONAL CONFERENCE ON MATERIALS ENGINEERING, MANUFACTURING TECHNOLOGY AND CONTROL, 2016, 67 : 1285 - 1289
  • [47] Research on Multimedia Resource Management and Distribution System Based on Relational Database
    Wang, Huabing
    AGRO FOOD INDUSTRY HI-TECH, 2017, 28 (01): : 1484 - 1488
  • [48] Design of functions and framework of enterprise Human resource Management Information System
    Weimei, Zhang
    Information Technology Journal, 2013, 12 (08) : 1593 - 1599
  • [49] U-SMART: unified swarm management and resource tracking framework for unoccupied aerial vehicles
    Phadke, Abhishek
    Medrano, F. Antonio
    Starek, Michael
    DRONE SYSTEMS AND APPLICATIONS, 2024, 12 : 1 - 26
  • [50] Edge Intelligence Empowered Dynamic Offloading and Resource Management of MEC for Smart City Internet of Things
    Tian, Kang
    Chai, Haojun
    Liu, Yameng
    Liu, Boyang
    ELECTRONICS, 2022, 11 (06)