Research on Resource Hierarchical Scheduling Based on multiple QoS for IoT

被引:0
|
作者
Zhang, Chunguang [1 ]
Zeng, Guangping [1 ]
Ren, Zhiying [1 ]
Tu, Xuyan [1 ]
机构
[1] Univ Sci & Technol Beijing, Sch Comp & Commun Engn, Beijing, Peoples R China
基金
中国国家自然科学基金;
关键词
Hierarchical scheduling; QoS; SOA; Information entropy; Internet of things; NETWORKS;
D O I
10.1109/ICCICC50026.2020.9450220
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The existing internet of things (IoT) system generally adopt the single scheduling strategy of first-come-first-serve, which fails to meet the real-time and personalized request of different users. Because of the complexity of the IoT system and the diversity of the objectives requirements, definition of Quality of Service (QoS) and formal model are established for Internet of things. In this paper, a multi-QoS driven resources hierarchical scheduling architecture for IoT is proposed based on information entropy. The method contains two main processes is presented, i.e. classification request scheduling and accurate selection scheduling. Simulation results show that the method can maintain the fairness of the request, and ensure that the high priority service requests are processed first to achieve personalized and optimal utilization of resources.
引用
收藏
页码:27 / 33
页数:7
相关论文
共 50 条
  • [1] Multiple Resource Units Allocation and Scheduling with QoS Guarantees for NB-IoT systems
    Gao, Yating
    Zhang, Ningbo
    Kang, Guixia
    [J]. 2018 IEEE/CIC INTERNATIONAL CONFERENCE ON COMMUNICATIONS IN CHINA (ICCC WORKSHOPS), 2018, : 243 - 248
  • [2] Optimal multiple QoS resource scheduling in grid computing
    Li Chunlin
    Li Layuan
    [J]. 20TH INTERNATIONAL CONFERENCE ON ADVANCED INFORMATION NETWORKING AND APPLICATIONS, VOL 2, PROCEEDINGS, 2006, : 240 - +
  • [3] Utility based multiple QoS guaranteed resource scheduling optimization in grid computing
    Li, Chunlin
    Li, Layuan
    [J]. ICCTA 2007: INTERNATIONAL CONFERENCE ON COMPUTING: THEORY AND APPLICATIONS, PROCEEDINGS, 2007, : 165 - +
  • [4] QoS based resource provisioning and scheduling in grids
    Aron, Rajni
    Chana, Inderveer
    [J]. JOURNAL OF SUPERCOMPUTING, 2013, 66 (01): : 262 - 283
  • [5] QoS based resource provisioning and scheduling in grids
    Rajni Aron
    Inderveer Chana
    [J]. The Journal of Supercomputing, 2013, 66 : 262 - 283
  • [6] Adaptive radio resource allocation in hierarchical QoS scheduling for IEEE 802.16 systems
    Wang, Hua
    Dittmann, Lars
    [J]. GLOBECOM 2007: 2007 IEEE GLOBAL TELECOMMUNICATIONS CONFERENCE, VOLS 1-11, 2007, : 4769 - 4774
  • [7] QoS based resource economic scheduling in manufacturing grid
    Tong Yifei
    Li Dongbo
    He Yong
    [J]. 2010 THE 3RD INTERNATIONAL CONFERENCE ON COMPUTATIONAL INTELLIGENCE AND INDUSTRIAL APPLICATION (PACIIA2010), VOL VIII, 2010, : 453 - 456
  • [8] QoS based resource economic scheduling in manufacturing grid
    Tong Yifei
    Li Dongbo
    He Yong
    [J]. 2011 INTERNATIONAL CONFERENCE ON INTELLIGENT COMPUTATION AND INDUSTRIAL APPLICATION (ICIA2011), VOL III, 2011, : 453 - 456
  • [9] Multiple-resource request scheduling for differentiated QoS at website gateway
    Lin, Ying-Dar
    Tien, Ching-Ming
    Tsao, Shih-Chiang
    Feng, Ruo-Hua
    Lai, Yuan-Cheng
    [J]. COMPUTER COMMUNICATIONS, 2008, 31 (10) : 1993 - 2004
  • [10] Hierarchical Collaboration Dynamic Resource Scheduling for Edge-Enabled Industrial IoT
    Luo, Zihui
    Meng, Qifeng
    Wang, Bo
    Zheng, Xiaolong
    Liu, Liang
    Ma, Huadong
    [J]. 2023 IEEE WIRELESS COMMUNICATIONS AND NETWORKING CONFERENCE, WCNC, 2023,