Model-Based Approach for Efficient Data Exploitation Process in IoT Systems

被引:0
作者
Terracher, Audrey [1 ]
Kocik, Remy [1 ]
Hamouche, Redha [1 ]
Rachedi, Abderrezak [2 ]
Bourouina, Tarik [1 ]
机构
[1] Univ Gustave Eiffel, ESYCOM CNRS UMR9007, ESIEE Paris, Noisy Le Grand, France
[2] Univ Gustave Eiffel, LIGM Lab, CNRS, UMR8049, Champs Sur Marne, France
来源
20TH INTERNATIONAL WIRELESS COMMUNICATIONS & MOBILE COMPUTING CONFERENCE, IWCMC 2024 | 2024年
关键词
IoT data exploitation; Model-Driven Engineering; Sensor Networks; Metamodeling; Code Generation;
D O I
10.1109/IWCMC61514.2024.10592345
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
Nowadays, sensor networks are used in various fields and for multiple purposes in medicine, agriculture or industry. In a network, different kinds of sensors are often involved. This heterogeneity makes it complex and time-consuming to implement the exploitation of the data acquired by these sensor networks. We notice a growing need for scalable and rapidly deployable infrastructures to allow for interoperability for the processing, the storage or visualization of collected data. Faced with these challenges, we define a framework to facilitate the automatic deployment of data exploitation applications in heterogeneous sensor networks. We propose a Model-Driven Engineering-based approach that provides a high-level model to describe such infrastructures. Along with automatic code generation, our model aims to facilitate the exploitation of collected data through a graphical interface. The model we define allows for the description of heterogeneous sensor networks with a data exploitation point of view.
引用
收藏
页码:885 / 890
页数:6
相关论文
共 50 条
  • [21] Towards a Model-Based Serverless Platform for the Cloud-Edge-IoT Continuum
    Ferry, Nicolas
    Dautov, Rustem
    Song, Hui
    2022 22ND IEEE/ACM INTERNATIONAL SYMPOSIUM ON CLUSTER, CLOUD AND INTERNET COMPUTING (CCGRID 2022), 2022, : 851 - 858
  • [22] Multifidelity Modeling by Polynomial Chaos-Based Cokriging to Enable Efficient Model-Based Reliability Analysis of NDT Systems
    Xiaosong Du
    Leifur Leifsson
    Journal of Nondestructive Evaluation, 2020, 39
  • [23] Multifidelity Modeling by Polynomial Chaos-Based Cokriging to Enable Efficient Model-Based Reliability Analysis of NDT Systems
    Du, Xiaosong
    Leifsson, Leifur
    JOURNAL OF NONDESTRUCTIVE EVALUATION, 2020, 39 (01)
  • [24] A Model-Based Approach to Systematic Review of Research Literature
    Barat, Souvik
    Clark, Tony
    Barn, Balbir
    Kulkarni, Vinay
    PROCEEDINGS OF THE 10TH INNOVATIONS IN SOFTWARE ENGINEERING CONFERENCE, 2017, : 15 - 25
  • [25] A Model-Based Approach for Reconciliation of Polychronous Execution Traces
    Garces, Kelly
    Deantoni, Julien
    Mallet, Frederic
    2011 37TH EUROMICRO CONFERENCE ON SOFTWARE ENGINEERING AND ADVANCED APPLICATIONS (SEAA 2011), 2011, : 259 - 266
  • [26] REST API Auto Generation: A Model-Based Approach
    Hussein, Salah
    Zein, Samer
    Salleh, Norsaremah
    KNOWLEDGE INNOVATION THROUGH INTELLIGENT SOFTWARE METHODOLOGIES, TOOLS AND TECHNIQUES (SOMET_20), 2020, 327 : 246 - 259
  • [27] Cellular Automata Based Energy Efficient Approach for Improving Security in IOT
    Hemalatha, P.
    Dhanalakshmi, K.
    INTELLIGENT AUTOMATION AND SOFT COMPUTING, 2022, 32 (02) : 811 - 825
  • [28] A Tool for the Model-Based Specification of Open Distributed Systems
    Raul Romero, Jose
    Ignacio Jaen, Juan
    Vallecillo, Antonio
    COMPUTER JOURNAL, 2013, 56 (07) : 793 - 818
  • [29] Model-based fault diagnosis of networked systems: A survey
    Song, Jiahao
    He, Xiao
    ASIAN JOURNAL OF CONTROL, 2022, 24 (02) : 526 - 536
  • [30] Self-Adapting Model-Based SDSec For IoT Networks Using Machine Learning
    Narayanankutty, Hrishikesh
    2021 IEEE 18TH INTERNATIONAL CONFERENCE ON SOFTWARE ARCHITECTURE COMPANION (ICSA-C), 2021, : 92 - 93