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
来源
SOFTWARE AND SYSTEMS MODELING | 2022年 / 21卷 / 04期
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
  • [41] Model-driven development (WMDD 2004)
    Aagedal, JO
    Bézivin, J
    Linington, PF
    OBJECT-ORIENTED TECHNOLOGY, 2004, 3344 : 148 - 157
  • [42] Optimal Message-Driven Implementations of Omega with Mute Processes
    Biely, Martin
    Widder, Josef
    ACM TRANSACTIONS ON AUTONOMOUS AND ADAPTIVE SYSTEMS, 2009, 4 (01)
  • [43] Implementation of a Message-driven Manufacturing Execution Workflow System
    Wang, Jiao
    Jiang, Jarvis N.
    Wang, Meilin
    Ye, Yinhao
    Wang, Yangshuai
    Zhou, Yi
    Liu, Qing
    11TH CIRP CONFERENCE ON INDUSTRIAL PRODUCT-SERVICE SYSTEMS, 2019, 83 : 655 - 660
  • [44] JAMMING RESISTANCE REINFORCEMENT OF MESSAGE-DRIVEN FREQUENCY HOPPING
    Zhang, Lei
    Wang, Huahui
    Li, Tongtong
    2010 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, 2010, : 3974 - 3977
  • [45] Optimal message-driven implementation of omega with mute processes
    Biely, Martin
    Widder, Josef
    STABILIZATION, SAFETY, AND SECURITY OF DISTRIBUTED SYSTEMS, PROCEEDINGS, 2006, 4280 : 110 - +
  • [46] Model-driven development of enterprise applications
    Kulkarni, V
    Reddy, S
    UML MODELING LANGUAGES AND APPLICATIONS, 2005, 3297 : 118 - 128
  • [47] Model-driven software development - Introduction
    Sabbah, Daniel
    IBM SYSTEMS JOURNAL, 2006, 45 (03)
  • [48] Model-driven development:: A metamodeling foundation
    Atkinson, C
    Kühne, T
    IEEE SOFTWARE, 2003, 20 (05) : 36 - +
  • [49] Model-driven development for early aspects
    Sanchez, Pablo
    Moreira, Ana
    Fuentes, Lidia
    Araujo, Joao
    Magno, Jose
    INFORMATION AND SOFTWARE TECHNOLOGY, 2010, 52 (03) : 249 - 273
  • [50] Agile Model-Driven Development in Practice
    Zhang, Yuefeng
    Patel, Shailesh
    IEEE SOFTWARE, 2011, 28 (02) : 84 - 91