Model-driven development of asynchronous message-driven architectures with AsyncAPI

被引:5
作者
Gomez, Abel [1 ]
Iglesias-Urkia, Markel [2 ]
Belategi, Lorea [2 ]
Mendialdua, Xabier [2 ]
Cabot, Jordi [3 ]
机构
[1] Univ Oberta Catalunya UOC, Internet Interdisciplinary Inst IN3, Barcelona, Spain
[2] Basque Res & Technol Alliance BRTA, Ikerlan Technol Res Ctr, Arrasate Mondragon, Spain
[3] Univ Oberta Catalunya UOC, ICREA Internet Interdisciplinary Inst IN3, Barcelona, Spain
关键词
Publish; subscribe; Cyber-physical systems (CPS); Message-driven architectures; Asynchronous communication; AsyncAPI; Industrial Internet of Things (IIoT); OPC UA; INTERNET; THINGS; IOT;
D O I
10.1007/s10270-021-00945-3
中图分类号
TP31 [计算机软件];
学科分类号
081202 ; 0835 ;
摘要
In the Internet-of-Things (IoT) vision, everyday objects evolve into cyber-physical systems. The massive use and deployment of these systems has given place to the Industry 4.0 or Industrial IoT (IIoT). Due to its scalability requirements, IIoT architectures are typically distributed and asynchronous. In this scenario, one of the most widely used paradigms is publish/subscribe, where messages are sent and received based on a set of categories or topics. However, these architectures face interoperability challenges. Consistency in message categories and structure is the key to avoid potential losses of information. Ensuring this consistency requires complex data processing logic both on the publisher and the subscriber sides. In this paper, we present our proposal relying on AsyncAPI to automate the design and implementation of these asynchronous architectures using model-driven techniques for the generation of (part of) message-driven infrastructures. Our proposal offers two different ways of designing the architectures: either graphically, by modeling and annotating the messages that are sent among the different IoT devices, or textually, by implementing an editor compliant with the AsyncAPI specification. We have evaluated our proposal by conducting a set of experiments with 25 subjects with different expertise and background. The experiments show that one-third of the subjects were able to design and implement a working architecture in less than an hour without previous knowledge of our proposal, and an additional one-third estimated that they would only need less than two hours in total.
引用
收藏
页码:1583 / 1611
页数:29
相关论文
共 50 条
  • [21] Model-Driven Development for Internet of Things: Towards Easing the Concerns of Application Developers
    Pal, Arpan
    Mukherjee, Arijit
    Balamuralidhar, P.
    INTERNET OF THINGS: USER-CENTRIC IOT, PT I, 2015, 150 : 339 - 346
  • [22] Development and Evaluation of a Model-Driven System to Support Mobile Learning in Field Trips
    Marcal, Edgar
    de Castro Andrade, Rossana Maria
    Viana, Windson
    JOURNAL OF UNIVERSAL COMPUTER SCIENCE, 2017, 23 (12) : 1147 - 1171
  • [23] Design and Analysis of IoT Applications: A Model-Driven Approach
    Costa, Bruno
    Pires, Paulo F.
    Delicato, Flavia C.
    Li, Wei
    Zomaya, Albert Y.
    2016 IEEE 14TH INTL CONF ON DEPENDABLE, AUTONOMIC AND SECURE COMPUTING, 14TH INTL CONF ON PERVASIVE INTELLIGENCE AND COMPUTING, 2ND INTL CONF ON BIG DATA INTELLIGENCE AND COMPUTING AND CYBER SCIENCE AND TECHNOLOGY CONGRESS (DASC/PICOM/DATACOM/CYBERSC, 2016, : 392 - 399
  • [24] Model-driven scheduling for distributed stream processing systems
    Shukla, Anshu
    Simmhan, Yogesh
    JOURNAL OF PARALLEL AND DISTRIBUTED COMPUTING, 2018, 117 : 98 - 114
  • [25] HealMA: a model-driven framework for automatic generation of IoT-based Android health monitoring applications
    Mehrabi, Maryam
    Zamani, Bahman
    Hamou-Lhadj, Abdelwahab
    AUTOMATED SOFTWARE ENGINEERING, 2022, 29 (02)
  • [26] CHESSIoT: A model-driven approach for engineering multi-layered IoT systems
    Ihirwe, Felicien
    Di Ruscio, Davide
    Gianfranceschi, Simone
    Pierantonio, Alfonso
    JOURNAL OF COMPUTER LANGUAGES, 2024, 78
  • [27] Design, code generation and simulation of IoT environments with mobility devices by using model-driven development: SimulateIoT-Mobile
    Barriga, Jose A.
    Clemente, Pedro J.
    Perez-Toledano, Miguel A.
    Jurado-Malaga, Elena
    Hernandez, Juan
    PERVASIVE AND MOBILE COMPUTING, 2023, 89
  • [28] Designing and simulating IoT environments by using a model-driven approach
    Barriga, Jose A.
    Clemente, Pedro J.
    2022 17TH IBERIAN CONFERENCE ON INFORMATION SYSTEMS AND TECHNOLOGIES (CISTI), 2022,
  • [29] A Model-driven Approach to Design User Interaction on Smart Speakers
    Vergallo, Roberto
    Conte, Matteo
    2022 IEEE 8TH WORLD FORUM ON INTERNET OF THINGS, WF-IOT, 2022,
  • [30] A Model-Driven Framework for Early Analysis of Kill Chain Attacks
    Shirazi, Syeda Samar Batool
    Rashid, Muhammad
    Azam, Farooque
    Rasheed, Yawar
    Anwar, Muhammad Waseem
    2021 IEEE NATIONAL COMPUTING COLLEGES CONFERENCE (NCCC 2021), 2021, : 1068 - +