Data processing model for mobile IoT systems

被引:0
作者
Aung, T. T. [1 ]
Thaw, A. M. [1 ]
Zhukova, N. A. [2 ,3 ]
Man, T. [1 ]
Chernokulsky, V. V. [3 ]
机构
[1] ITMO Univ, Kronverkskiy Prospekt 49, St Petersburg 197101, Russia
[2] Russian Acad Sci, St Petersburg Inst Informat & Automat, 14 Ya Liniya Bo,39, St Petersburg 199178, Russia
[3] St Petersburg Electrotech Univ LETI, Ulitsa Prof Popova 5, St Petersburg 197022, Russia
来源
14TH INTERNATIONAL SYMPOSIUM INTELLIGENT SYSTEMS | 2021年 / 186卷
关键词
Internet of Things; data processing; fog computing; dynamic networks;
D O I
10.1016/j.procs.2021.04.143
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
Cloud computing has been used for providing services for many years already, but now it is seen that it is not a solution for big modern networks that contain multiple distributed devices and produce huge amount of data. In these conditions existing data processing models based on cloud technologies suffer from low latency. To overcome this problem, many researchers are focusing on fog computing. By placing fog nodes in the proximity of IoT devices, many problems have been solved. But the majority of the proposed fog-based models are oriented on data processing in static networks. They cannot be effectively used in the networks of mobile devices, when the structure of the network changes in time. In the paper we propose a new data processing model that allow build mobile IoT systems (C) 2021 The Authors. Published by Elsevier B.V.
引用
收藏
页码:235 / 241
页数:7
相关论文
共 8 条
[1]  
[Anonymous], 2011, How the next evolution of the internet is changing everything
[2]   Enhancing the Processing of Healthcare Data Streams using Fog Computing [J].
Badidi, Elarbi ;
Moumane, Karima .
2019 IEEE SYMPOSIUM ON COMPUTERS AND COMMUNICATIONS (ISCC), 2019, :1113-1118
[3]  
Cui HY, 2019, IEEE INT CONF COMMUN, P239, DOI [10.1109/ICCChinaW.2019.8849969, 10.1109/iccchinaw.2019.8849969]
[4]   Efficient and dynamic scaling of fog nodes for IoT devices [J].
El Kafhali, Said ;
Salah, Khaled .
JOURNAL OF SUPERCOMPUTING, 2017, 73 (12) :5261-5284
[5]  
Jung S., 2017, 6 INT C FUT GEN COMM 6 INT C FUT GEN COMM
[6]  
Kim Y.H., 2017, IEEE 15 INT C DEP AU IEEE 15 INT C DEP AU
[7]  
Salcic Z., 2018, IEEE INT C PAR DISTR IEEE INT C PAR DISTR
[8]  
Yu W., 2018, IEEE 11 INT C SERV O IEEE 11 INT C SERV O