Cited by 281IoT and Edge/Fog ComputingInternet of Things and AIAdvanced Software Engineering Methodologies

A Reference Model for Internet of Things Middleware

da Cruz, Mauro A. A., Rodrigues, Joel Jose P. C., Al-Muhtadi, Jalal, Korotaev, Valery V., de Albuquerque, Victor Hugo C.·2018·IEEE Internet of Things Journal

Abstract

Internet of Things (IoT) is a term used to describe an environment where billions of objects, constrained in terms of resources (“things”), are connected to the Internet, and interacting autonomously. With so many objects connected in IoT solutions, the environment in which they are placed becomes smarter. A software, called middleware, plays a key role since it is responsible for most of the intelligence in IoT, integrating data from devices, allowing them to communicate, and make decisions based on collected data. Then, considering requirements of IoT platforms, a reference architecture model for IoT middleware is analyzed, detailing the best operation approaches of each proposed module, as well as proposes basic security features for this type of software. This paper elaborates on a systematic review of the related literature, exploring the differences between the current Internet and IoT-based systems, presenting a deep discussion of the challenges and future perspectives on IoT middleware. Finally, it highlights the difficulties for achieving and enforcing a universal standard. Thus, it is concluded that middleware plays a crucial role in IoT solutions and the proposed architectural approach can be used as a reference model for IoT middleware.

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Crossref · 10.1109/jiot.2018.2796561

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  • Most IoT middleware proposals are based on the concept of Platform as a Service (PaaS).

    “A survey of these platforms is presented in [21], which shows that most proposals are based on the concept of Platform as a Service (PaaS).”

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Authors
da Cruz, M. A. A., Rodrigues, J. J. P. C., Al-Muhtadi, J., Korotaev, V. V., & de Albuquerque, V. H. C.
Affiliations
  • ITMO University (RU)
  • King Saud University (SA)
Venue
IEEE Internet of Things Journal
Published
2018-04
Volume
5
Issue
2
Pages
871-883
ISSN
2327-4662 (ISSN-L)
OpenAlex
W2784792583
Cited by
281
References
2
Citations by year
2026: 6 · 2025: 15 · 2024: 16 · 2023: 29 · 2022: 47 · 2021: 36 · 2020: 46 · 2019: 60 · 2018: 25 · 2012: 1
FWCI
25.86
Type
journal article
Language
en
Open access
closed
Locations
IEEE Internet of Things Journal (publishedVersion)
Funders
  • national funding from the Fundação para a Ciência e a Tecnologia (UID/EEA/50008/2013)
  • Government of Russian Federation (074-U01)
  • Finatel through the Instituto Nacional de Telecomunicações (Inatel) Smart Campus Project
  • Brazilian National Council for Research and Development (CNPq) (309335/2017-5)
  • Finep, with resources from Funttel through the Centro de Referência em Radiocomunicações Project of the Inatel, Brazil (01.14.0231.00)
  • Research Center of College of Computer and Information Sciences, King Saud University
Topics
  • Physical Sciences › Computer Science › Computer Networks and Communications › IoT and Edge/Fog Computing
  • Physical Sciences › Computer Science › Information Systems › Internet of Things and AI
  • Physical Sciences › Computer Science › Artificial Intelligence › Advanced Software Engineering Methodologies
Keywords
Internet of Things, IoT middleware, reference architecture, middleware security, IoT platforms, software architecture, IoT standards, resource-constrained devices

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