Methodology for the model-driven development of service oriented IoT applications

被引:53
|
作者
Sosa-Reyna, Claudia M. [1 ]
Tello-Leal, Edgar [1 ]
Lara-Alabazares, David [1 ]
机构
[1] Autonomous Univ Tamaulipas Victoria, Tamaulipas 87000, Mexico
关键词
Thing; IoT; MDD; SOA; Transformation; INTERNET; THINGS;
D O I
10.1016/j.sysarc.2018.08.008
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
The main problem with the current technology solutions for Internet of Things (IoT) is located at the application level, in which there is still a lack of software components, frameworks, and tools which can help end-users to easily develop IoT applications and to manage the things or objects. These requirements lead to the use of the principles of Model-Driven Development (MDD) and Service-Oriented Architecture (SOA) for the construction of software applications, allowing the generation of models at different levels of abstraction, with the possibility of generating software implementation artifacts (code) on different platforms, as well as allow the decomposition of complex and monolithic systems into loosely coupled components. In this paper, we propose a methodology based on the MDD for solving the challenges in the IoT system developments. The methodology is composed of four phases with different levels of abstraction, viewpoint, granularity, and service-oriented. Furthermore, a set of MDD methods for the transformation of models using formal rules are proposed. We present a smart vehicle scenario in which the methodology and methods are implemented, allowing the generation of executable code as a component of a real-time system. In addition, an architecture for IoT systems composed of four layers is presented, which is based on the SOA approach. In this way, the methodology and the architecture allow the interoperability (from the perspective of models and software components) between heterogeneous devices to be guaranteed in multiple ways, establishing a bridge between the digital and physical world of the IoT domain.
引用
收藏
页码:15 / 22
页数:8
相关论文
共 50 条
  • [21] Experiences with object oriented model-driven development
    Snoeck, M
    Dedene, G
    [J]. EIGHTH IEEE INTERNATIONAL WORKSHOP ON SOFTWARE TECHNOLOGY AND ENGINEERING PRACTICE INCORPORATING COMPUTER AIDED SOFTWARE ENGINEERING, PROCEEDINGS, 1997, : 143 - 153
  • [22] Model-driven development of enterprise applications
    Kulkarni, V
    Reddy, S
    [J]. UML MODELING LANGUAGES AND APPLICATIONS, 2005, 3297 : 118 - 128
  • [23] Model driven development of service-oriented grid applications
    Smith, Matthew
    Friese, Thomas
    Freisleben, Bernd
    [J]. Proc. Adv. Int. Conf. Telecom. Int. Conf. Internet Web Applic. Serv., 1600, (139):
  • [24] A Model Driven Development Platform for Service-Oriented Applications
    Ma, Zhiyi
    He, Xiao
    Kang, Lianghuan
    [J]. 2009 WORLD CONFERENCE ON SERVICES PART, 2009, : 17 - +
  • [25] Testing of model-driven development applications
    Beatriz Marín
    Carlos Gallardo
    Diego Quiroga
    Giovanni Giachetti
    Estefanía Serral
    [J]. Software Quality Journal, 2017, 25 : 407 - 435
  • [26] Model-driven development of composite applications
    Patig, Susanne
    [J]. MODEL-BASED SOFTWARE AND DATA INTEGRATION, 2008, 8 : 67 - 78
  • [27] Testing of model-driven development applications
    Marin, Beatriz
    Gallardo, Carlos
    Quiroga, Diego
    Giachetti, Giovanni
    Serral, Estefania
    [J]. SOFTWARE QUALITY JOURNAL, 2017, 25 (02) : 407 - 435
  • [28] Model-Driven Development of GPU Applications
    Winier, Christoph
    Duennweber, Jan
    [J]. PARALLEL COMPUTING: ON THE ROAD TO EXASCALE, 2016, 27 : 227 - 236
  • [29] Model-Driven Development of WSN Applications
    Paulon, A. R.
    Froehlich, A. A.
    Becker, L. B.
    Basso, F. P.
    [J]. 2013 III BRAZILIAN SYMPOSIUM ON COMPUTING SYSTEMS ENGINEERING (SBESC 2013), 2013, : 161 - 166
  • [30] A model-driven engineering approach for the service integration of IoT systems
    Alulema, Darwin
    Criado, Javier
    Iribarne, Luis
    Jesus Fernandez-Garcia, Antonio
    Ayala, Rosa
    [J]. CLUSTER COMPUTING-THE JOURNAL OF NETWORKS SOFTWARE TOOLS AND APPLICATIONS, 2020, 23 (03): : 1937 - 1954