Managing Consensus-Based Cooperative Task Allocation for IIoT Networks

被引:0
|
作者
Pedroso, Carlos [1 ]
de Moraes, Yan Uehara [1 ]
Nogueira, Michele [1 ]
Santos, Aldri [1 ]
机构
[1] UFPR, Wireless & Adv Networks Lab NR2, Curitiba, Parana, Brazil
关键词
Task Allocation; Cooperative Management; IoT Data; Consensus; INDUSTRY; 4.0; INTERNET; IOT; THINGS;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Current IoT services include industry-oriented services, which often require objects to run more than one task. However, the exponential growth of objects in IoT poses the challenge of distributing and managing task allocation among objects. One of the main goals of task allocation is to improve the quality of information and maximize the tasks to be performed. Although there are approaches that optimize and manage the dynamics of nodes, not all consider the quality of information and the distributed allocation over the cluster service. This paper proposes the mechanism CONTASKI for task allocation in IIoT networks to distribute tasks among objects. It relies on collaborative consensus to allocate tasks and similarity capabilities to know which objects can play in accomplishing those tasks. CONTASKI was evaluated on NS-3 and achieved 100% of allocated tasks in cases with 75 and 100 nodes, and, on average, more than 80% clusters performed tasks in a low response time.
引用
收藏
页码:557 / 562
页数:6
相关论文
共 50 条
  • [1] Relational Consensus-Based Cooperative Task Allocation Management for IIoT-Health Networks
    Pedroso, Carlos
    de Moraes, Yan Uehara
    Nogueira, Michele
    Santos, Aldri
    [J]. 2021 IFIP/IEEE INTERNATIONAL SYMPOSIUM ON INTEGRATED NETWORK MANAGEMENT (IM 2021), 2021, : 579 - 585
  • [2] Consensus-Based Decentralized Auctions for Robust Task Allocation
    Choi, Han-Lim
    Brunet, Luc
    How, Jonathan P.
    [J]. IEEE TRANSACTIONS ON ROBOTICS, 2009, 25 (04) : 912 - 926
  • [3] A Consensus-Based Grouping Algorithm for Multi-agent Cooperative Task Allocation with Complex Requirements
    Simon Hunt
    Qinggang Meng
    Chris Hinde
    Tingwen Huang
    [J]. Cognitive Computation, 2014, 6 : 338 - 350
  • [4] A Consensus-Based Grouping Algorithm for Multi-agent Cooperative Task Allocation with Complex Requirements
    Hunt, Simon
    Meng, Qinggang
    Hinde, Chris
    Huang, Tingwen
    [J]. COGNITIVE COMPUTATION, 2014, 6 (03) : 338 - 350
  • [5] The problem of task allocation in the Internet of Things and the consensus-based approach
    Colistra, Giuseppe
    Pilloni, Virginia
    Atzori, Luigi
    [J]. COMPUTER NETWORKS, 2014, 73 : 98 - 111
  • [6] Cooperative Training over Networks via Consensus-based Algorithms
    Li, Zhongguo
    Liu, Bo
    Dong, Zhen
    Ding, Zhengtao
    [J]. 2021 PROCEEDINGS OF THE 40TH CHINESE CONTROL CONFERENCE (CCC), 2021, : 5309 - 5314
  • [7] Virtual Clustering for Distributed Consensus-based Estimation in Cooperative Networks
    Xu, Guang
    Wang, Shengdi
    Paul, Henning
    Dekorsy, Armin
    [J]. 2017 IEEE 85TH VEHICULAR TECHNOLOGY CONFERENCE (VTC SPRING), 2017,
  • [8] Distributed Consensus-based Estimation for Small Cell Cooperative Networks
    Wuebben, Dirk
    Paul, Henning
    Shin, Ban-Sok
    Xu, Guang
    Dekorsy, Armin
    [J]. 2014 GLOBECOM WORKSHOPS (GC WKSHPS), 2014, : 1032 - 1037
  • [9] Consensus-Based Detection of Malicious Nodes in Cooperative Wireless Networks
    Tomasin, Stefano
    [J]. IEEE COMMUNICATIONS LETTERS, 2011, 15 (04) : 404 - 406
  • [10] Consensus-based Robust Decentralized Task Assignment for Heterogeneous Robot Networks
    Di Paola, Donato
    Naso, David
    Turchiano, Biagio
    [J]. 2011 AMERICAN CONTROL CONFERENCE, 2011, : 4711 - 4716