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3,833 Results Found

  • Article
  • Open Access
15 Citations
5,919 Views
19 Pages

Interoperable Data Analytics Reference Architectures Empowering Digital-Twin-Aided Manufacturing

  • Attila Csaba Marosi,
  • Márk Emodi,
  • Ákos Hajnal,
  • Róbert Lovas and ,
  • Tamás Kiss,
  • Valerie Poser,
  • Jibinraj Antony,
  • Simon Bergweiler,
  • Hamed Hamzeh and
  • József Kovács
  • + 6 authors+ 1 author

The use of mature, reliable, and validated solutions can save significant time and cost when introducing new technologies to companies. Reference Architectures represent such best-practice techniques and have the potential to increase the speed and r...

(This article belongs to the Special Issue Big Data Analytics, Privacy and Visualization)
  • Article
  • Open Access
47 Citations
9,625 Views
24 Pages

Data Governance and Sovereignty in Urban Data Spaces Based on Standardized ICT Reference Architectures

  • Silke Cuno,
  • Lina Bruns,
  • Nikolay Tcholtchev,
  • Philipp Lämmel and
  • Ina Schieferdecker

18 January 2019

European cities and communities (and beyond) require a structured overview and a set of tools as to achieve a sustainable transformation towards smarter cities/municipalities, thereby leveraging on the enormous potential of the emerging data driven e...

(This article belongs to the Special Issue Big Data Challenges in Smart Cities)
  • Article
  • Open Access
42 Citations
2,305 Views
20 Pages

A Service-Oriented E-Commerce Reference Architecture

  • Fabian Aulkemeier,
  • Milan Schramm,
  • Maria-Eugenia Iacob and
  • Jos van Hillegersberg

Electronic commerce (e-commerce) is getting more and more important in people’s every day shopping routines. Vendors who want to establish an online channel besides their traditional retail practice have to integrate the two supply chains. The underl...

  • Article
  • Open Access
19 Citations
4,293 Views
22 Pages

Towards a Security Reference Architecture for NFV

  • Abdulrahman Khalid Alnaim,
  • Ahmed Mahmoud Alwakeel and
  • Eduardo B. Fernandez

14 May 2022

Network function virtualization (NFV) is an emerging technology that is becoming increasingly important due to its many advantages. NFV transforms legacy hardware-based network infrastructure into software-based virtualized networks. This transformat...

(This article belongs to the Special Issue Smart Systems for Wireless Communications and Networks)
  • Article
  • Open Access
918 Views
39 Pages

7 August 2026

This study investigates how formal references are transformed into architectural form and meaning. While previous studies have acknowledged the diversity of source domains in architecture, they often remain fragmented and lack a systematic framework...

(This article belongs to the Topic Architectures, Materials and Urban Design, 2nd Edition)
  • Article
  • Open Access
12 Citations
5,915 Views
21 Pages

20 February 2025

The automobile is evolving from a mechanically dominated to a cyber-physical, software-defined system. Future complex functionalities, such as autonomous driving, require multidisciplinary, interconnected systems. Hence, interdisciplinary architectur...

(This article belongs to the Section Systems Engineering)
  • Article
  • Open Access
19 Citations
5,389 Views
17 Pages

30 June 2021

Effective and efficient data management is crucial for smart farming and precision agriculture. To realize operational efficiency, full automation, and high productivity in agricultural systems, different kinds of data are collected from operational...

(This article belongs to the Section Environmental Sustainability and Applications)
  • Article
  • Open Access
11 Citations
3,983 Views
27 Pages

21 February 2023

Although the competence level in pharmaceutical cold chain logistics is adequate in the current healthcare sector, the future will be more unpredictable, disruptive, and chaotic than the world of today because of rapid technological changes, as well...

  • Article
  • Open Access
33 Citations
6,526 Views
24 Pages

A Reference Architecture for Enabling Interoperability and Data Sovereignty in the Agricultural Data Space

  • Rodrigo Falcão,
  • Raghad Matar,
  • Bernd Rauch,
  • Frank Elberzhager and
  • Matthias Koch

21 March 2023

Agriculture is one of the major sectors of the global economy and also a software-intensive domain. The digital landscape of agriculture is composed of multiple digital ecosystems, which together constitute an agricultural domain ecosystem, also refe...

(This article belongs to the Section Information Systems)
  • Article
  • Open Access
9 Citations
7,799 Views
31 Pages

21 January 2025

Smart car parking management systems (SPMSs) have gained an ever-increasing popularity for the digital management of car parking processes. While various techniques and technologies have been proposed for SPMSs, the literature lacks in any generic so...

(This article belongs to the Section Systems Engineering)
  • Article
  • Open Access
4 Citations
4,284 Views
36 Pages

Reference Architecture for the Integration of Prescriptive Analytics Use Cases in Smart Factories

  • Julian Weller,
  • Nico Migenda,
  • Yash Naik,
  • Tim Heuwinkel and ,
  • Arno Kühn,
  • Martin Kohlhase,
  • Wolfram Schenck and
  • Roman Dumitrescu
  • + 3 authors+ 0 author

27 August 2024

Prescriptive analytics plays an important role in decision making in smart factories by utilizing the available data to gain actionable insights. The planning, integration and development of such use cases still poses manifold challenges. Use cases a...

(This article belongs to the Section E1: Mathematics and Computer Science)
  • Feature Paper
  • Article
  • Open Access
50 Citations
14,984 Views
33 Pages

A Connected and Autonomous Vehicle Reference Architecture for Attack Surface Analysis

  • Carsten Maple,
  • Matthew Bradbury,
  • Anh Tuan Le and
  • Kevin Ghirardello

25 November 2019

Connected autonomous vehicles (CAVs) will be deployed over the next decade with autonomous functionalities supported by new sensing and communication capabilities. Such functionality exposes CAVs to new attacks that current vehicles will not face. To...

(This article belongs to the Special Issue Intelligent Centralized and Distributed Secure Edge Computing for Internet of Things Applications)
  • Article
  • Open Access
23 Citations
6,254 Views
39 Pages

21 November 2020

The sooner disruptive emergent behaviors are detected, the sooner preventive measures can be taken to ensure the resilience of business processes execution. Therefore, organizations need to prepare for emergent behaviors by embedding corrective contr...

(This article belongs to the Collection Application of Sensors in Transportation in the Context of Logistics 4.0 and Industry 4.0)
  • Article
  • Open Access
20 Citations
6,070 Views
23 Pages

A Reference Architecture for Interoperable Reservation Systems in Electric Vehicle Charging

  • Robert Basmadjian,
  • Benedikt Kirpes,
  • Jan Mrkos and
  • Marek Cuchý

21 November 2020

The charging infrastructure for electric vehicles faces the challenges of insufficient capacity and long charging duration. These challenges decrease the electric vehicle users’ satisfaction and lower the profits of infrastructure providers. Re...

(This article belongs to the Section Smart Urban Energies and Integrated Systems)
  • Article
  • Open Access
8 Citations
7,825 Views
46 Pages

19 December 2014

Modern 3D geovisualization systems (3DGeoVSs) are complex and evolving systems that are required to be adaptable and leverage distributed resources, including massive geodata. This article focuses on 3DGeoVSs built based on the principles of service-...

  • Article
  • Open Access
37 Citations
5,476 Views
19 Pages

Integrating the IEEE 1451 and IEC 61499 Standards with the Industrial Internet Reference Architecture

  • Helbert da Rocha,
  • Reza Abrishambaf,
  • João Pereira and
  • Antonio Espirito Santo

15 February 2022

Industrial Internet of Things focuses on the manufacturing process and connects with other associated concepts such as Industry 4.0, Cyber-Physical Systems, and Cyber-Physical Production Systems. Because of the complexity of those components, it is n...

(This article belongs to the Section Internet of Things)
  • Article
  • Open Access
2,555 Views
36 Pages

3 January 2026

Smart charging management systems for electric vehicles (SCMSs) enable the effective management of electric vehicle (EV) charging processes using smart technologies. Numerous SCMS technologies have been available for different stakeholders, e.g., EV...

  • Article
  • Open Access
2 Citations
2,434 Views
45 Pages

Towards a Reference Architecture for Machine Learning Operations

  • Miguel Ángel Mateo-Casalí,
  • Andrés Boza and
  • Francisco Fraile

Industrial organisations increasingly rely on machine learning (ML) to improve quality, maintenance, and planning in Industry 4.0/5.0 ecosystems. However, turning experimental models into reliable services on the production floor remains complex due...

(This article belongs to the Special Issue Machine Learning: Innovation, Implementation, and Impact)
  • Article
  • Open Access
576 Views
28 Pages

Public sector organizations are under increasing pressure to modernize service delivery while preserving transparency, interoperability, accountability, and citizen trust. Blockchain technology offers relevant capabilities for these objectives, parti...

  • Article
  • Open Access
63 Citations
7,968 Views
23 Pages

Structuring Reference Architectures for the Industrial Internet of Things

  • Sebastian R. Bader,
  • Maria Maleshkova and
  • Steffen Lohmann

The ongoing digital transformation has the potential to revolutionize nearly all industrial manufacturing processes. However, its concrete requirements and implications are still not sufficiently investigated. In order to establish a common understan...

  • Article
  • Open Access
4 Citations
3,015 Views
22 Pages

Big Data Reference Architecture for the Energy Sector

  • Katharina Wehrmeister,
  • Alexander Pastor,
  • Leonardo Carreras Rodriguez and
  • Antonello Monti

16 July 2025

Data sharing within and across large, complex systems is one of the most topical challenges in the current IT landscape, and the energy domain is no exception. As the sector becomes more and more digitized, decentralized, and complex, new Big Data an...

(This article belongs to the Section Energy Sustainability)
  • Article
  • Open Access
1,467 Views
22 Pages

16 May 2025

The rapid growth of genomic sequence datasets in a FASTQ format calls for efficient storage and transmission solutions. Compression–decompression algorithms for streaming applications offer a promising potential to address these challenges. In...

(This article belongs to the Section Electrical, Electronics and Communications Engineering)
  • Review
  • Open Access
20 Citations
7,563 Views
27 Pages

The Internet of Lights: An Open Reference Architecture and Implementation for Intelligent Solid State Lighting Systems

  • Emi Mathews,
  • Salih Serdar Guclu,
  • Qingzhi Liu,
  • Tanir Ozcelebi and
  • Johan J. Lukkien

11 August 2017

The Internet of Things (IoT) is opening up new services and is stimulating changes in industries. The lighting industry is also embracing this change by establishing an Internet of Lights (IoL). This article highlights the main benefits and the chall...

  • Article
  • Open Access
12 Citations
5,807 Views
30 Pages

12 November 2020

The next-generation technologies enabled by the industry 4.0 revolution put immense pressure on traditional ISA95 compliant manufacturing systems to evolve into smart manufacturing systems. Unfortunately, the transformation of old to new manufacturin...

(This article belongs to the Section Intelligent Sensors)
  • Article
  • Open Access
1 Citations
1,688 Views
29 Pages

Digital twin technology is emerging as a critical enabler for the lifecycle management of complex engineering equipment, yet its implementation faces significant hurdles. Generic, one-size-fits-all digital twin platforms often fail to address the uni...

(This article belongs to the Section Computer Science & Engineering)
  • Article
  • Open Access
39 Citations
6,651 Views
20 Pages

A Reference Architecture for Cloud–Edge Meta-Operating Systems Enabling Cross-Domain, Data-Intensive, ML-Assisted Applications: Architectural Overview and Key Concepts

  • Panagiotis Trakadas,
  • Xavi Masip-Bruin,
  • Federico M. Facca,
  • Sotirios T. Spantideas and ,
  • Anastasios E. Giannopoulos,
  • Nikolaos C. Kapsalis,
  • Rui Martins,
  • Enrica Bosani,
  • Joan Ramon and
  • Dimitrios V. Lyridis
  • + 7 authors+ 2 authors

21 November 2022

Future data-intensive intelligent applications are required to traverse across the cloud-to-edge-to-IoT continuum, where cloud and edge resources elegantly coordinate, alongside sensor networks and data. However, current technical solutions can only...

(This article belongs to the Section Intelligent Sensors)
  • Article
  • Open Access
33 Citations
8,062 Views
33 Pages

ASSIST-IoT: A Modular Implementation of a Reference Architecture for the Next Generation Internet of Things

  • Paweł Szmeja,
  • Alejandro Fornés-Leal,
  • Ignacio Lacalle,
  • Carlos E. Palau and ,
  • Maria Ganzha,
  • Wiesław Pawłowski,
  • Marcin Paprzycki and
  • Johan Schabbink
  • + 3 authors+ 0 author

Next Generation Internet of Things (NGIoT) addresses the deployment of complex, novel IoT ecosystems. These ecosystems are related to different technologies and initiatives, such as 5G/6G, AI, cybersecurity, and data science. The interaction with the...

(This article belongs to the Section Systems & Control Engineering)
  • Perspective
  • Open Access
227 Views
29 Pages

Smart-city infrastructure is increasingly operated through cyber–physical systems that combine embedded sensing, edge computing, communication networks, automation platforms, and digital-twin environments. The emerging industrial metaverse exte...

(This article belongs to the Special Issue Applying Virtual Worlds Knowledge: Methods, Evaluation, and Effective Transfer of Knowledge into Practice)
  • Article
  • Open Access
575 Views
28 Pages

24 September 2026

Software supply chain vulnerabilities in Safety-Critical Cyber–Physical Systems demand more than a static Software Bill of Materials; decision makers need traceable links among build artifacts, vulnerabilities, deployment context, and remediati...

(This article belongs to the Section Cybersecurity)
  • Article
  • Open Access
46 Citations
7,164 Views
41 Pages

Imtidad: A Reference Architecture and a Case Study on Developing Distributed AI Services for Skin Disease Diagnosis over Cloud, Fog and Edge

  • Nourah Janbi,
  • Rashid Mehmood,
  • Iyad Katib,
  • Aiiad Albeshri and ,
  • Juan M. Corchado and
  • Tan Yigitcanlar
  • + 1 author+ 0 author

26 February 2022

Several factors are motivating the development of preventive, personalized, connected, virtual, and ubiquitous healthcare services. These factors include declining public health, increase in chronic diseases, an ageing population, rising healthcare c...

(This article belongs to the Special Issue Developing “Smartness” in Emerging Environments and Applications with Focus on the Internet of Things (IoT))
  • Article
  • Open Access
16 Citations
5,031 Views
15 Pages

15 January 2025

The digital transformation of the GLAM (galleries, libraries, archives, and museums) sector is a multifaceted process that must address a range of requirements and critical challenges, such as traceability, long-term preservation, and sustainability....

(This article belongs to the Special Issue Advances in Extended Reality for Smart Cities)
  • Article
  • Open Access
17 Citations
4,116 Views
23 Pages

Medium-Level Architectures for Digital Twins: Bridging Conceptual Reference Architectures to Practical Implementation in Cloud, Edge and Cloud–Edge Deployments

  • Michel Fett,
  • Marcel Kraft,
  • Fabian Wilking,
  • Stefan Goetz and ,
  • Sandro Wartzack and
  • Eckhard Kirchner
  • + 1 author+ 0 author

The integration of Digital Twins (DTs) is becoming increasingly important in various industries. This entails the need for a comprehensive and practical IT infrastructure framework. This paper presents a modifiable medium-level architecture that serv...

(This article belongs to the Special Issue Digital Twins in Industry 4.0)
  • Article
  • Open Access
13 Citations
6,192 Views
25 Pages

Reference Architectures, Platforms, and Pilots for European Smart and Healthy Living—Analysis and Comparison

  • Andrej Grguric,
  • Omar Khan,
  • Ana Ortega-Gil,
  • Evangelos K. Markakis and ,
  • Konstantin Pozdniakov,
  • Christos Kloukinas,
  • Alejandro M. Medrano-Gil,
  • Eugenio Gaeta,
  • Giuseppe Fico and
  • Konstantina Koloutsou
  • + 5 authors+ 0 author

Motivated by the aging trend, much effort is being invested into implementing ICT (Information and Communications Technology)-enabled systems to provide a better quality of life and support the independent living of older people. As a result, many sy...

(This article belongs to the Section Computer Science & Engineering)
  • Review
  • Open Access
155 Views
36 Pages

Literature Review of Software Architectures for Developing Artificial Intelligence-Based Mobile Adaptive Learning Systems

  • Enrique Duran Granados,
  • Eduardo López Domínguez,
  • Saúl Domínguez Isidro,
  • María Auxilio Medina Nieto and ,
  • Juan Irving Vasquez-Gomez and
  • Jorge de la Calleja
  • + 1 author+ 0 author

28 October 2026

The widespread adoption of mobile devices has driven the development of diverse educational technologies. In this context, Artificial Intelligence-based Mobile Adaptive Learning Systems (AI-based MALS) have emerged as an efficient alternative to comp...

(This article belongs to the Section Computing and Artificial Intelligence)
  • Article
  • Open Access
33 Citations
14,974 Views
42 Pages

The development of Smart Grid systems has proven to be a challenging task. Besides the inherent technical complexity, the involvement of different stakeholders from different disciplines is a major challenge. In order to maintain the strict security...

(This article belongs to the Special Issue Smart Grid Cyber Security)
  • Proceeding Paper
  • Open Access
2,236 Views
13 Pages

A Research Agenda for IOT Adaptive Architectures

  • Jairo Ariza,
  • Camilo Mendoza,
  • Kelly Garcés and
  • Nicolás Cardozo

17 October 2018

Adaptation is very important in IOT systems, due to their continuously changing environments. Changes may come from different elements of the architecture underlying an IOT system. Existing literature pays special attention to changes in the Service...

(This article belongs to the Proceedings of UCAmI 2018)
  • Article
  • Open Access
33 Citations
5,750 Views
30 Pages

Architectures for Industrial AIoT Applications

  • Eneko Villar,
  • Imanol Martín Toral,
  • Isidro Calvo,
  • Oscar Barambones and
  • Pablo Fernández-Bustamante

30 July 2024

Industry 4.0 introduced new concepts, technologies, and paradigms, such as Cyber Physical Systems (CPSs), Industrial Internet of Things (IIoT) and, more recently, Artificial Intelligence of Things (AIoT). These paradigms ease the creation of complex...

(This article belongs to the Special Issue Challenges and Future Trends of Artificial Internet of Things)
  • Article
  • Open Access
27 Citations
10,913 Views
15 Pages

Modeling and Security in Cloud Ecosystems

  • Eduardo B. Fernandez,
  • Nobukazu Yoshioka,
  • Hironori Washizaki and
  • Madiha H. Syed

Clouds do not work in isolation but interact with other clouds and with a variety of systems either developed by the same provider or by external entities with the purpose to interact with them; forming then an ecosystem. A software ecosystem is a co...

(This article belongs to the Special Issue Security in Cloud Computing and Big Data)
  • Feature Paper
  • Article
  • Open Access
5 Citations
4,416 Views
20 Pages

SECDFAN: A Cyber Threat Intelligence System for Discussion Forums Utilization

  • Georgios Sakellariou,
  • Panagiotis Fouliras and
  • Ioannis Mavridis

15 February 2023

Cyber Threat intelligence (CTI) systems offer new capabilities in the arsenal of information security experts, who can explore new sources of data that were partially exploited during the past decades. This paper deals with the exploitation of discus...

(This article belongs to the Special Issue Artificial Intelligence and Data Science for Engineering Improvements)
  • Systematic Review
  • Open Access
1,403 Views
30 Pages

Maritime Integrated Systems Architecture in the Digital Era: A Systematic Review of Model-Based Approaches, Interoperability, and Resilience

  • Ernesto José García Fernández de Castro,
  • Leonardo Lizcano,
  • Daladier Jabba,
  • Miguel Jimeno and ,
  • Wilson Nieto Bernal and
  • Andrés Pedraza
  • + 1 author+ 0 author

Background: Maritime operations increasingly rely on integrated, secure, and resilient architectures, yet the associated body of knowledge remains fragmented across conceptual, operational, logical, methodological, and governance-oriented perspective...

  • Article
  • Open Access
7 Citations
4,238 Views
15 Pages

3 February 2023

The value of cultural heritage is a constantly evolving and debated issue in heritage theory. While primarily the focus was on tangible qualities, intangible values gained more importance in the twenty-first century. However, in some cases, it can be...

(This article belongs to the Special Issue Built Heritage Conservation in the Twenty-First Century)
  • Article
  • Open Access
38 Citations
6,320 Views
16 Pages

24 March 2021

Contemporary manufacturing systems are undergoing a major change promoted by emerging technologies such as Cyber-physical Systems (CPS) or the Internet of Things (IoT). This trend, nowadays widely known by the term “Industry 4.0”, leads to a new kind...

(This article belongs to the Section Systems Engineering)
  • Article
  • Open Access
11 Citations
5,835 Views
17 Pages

The L3Pilot Data Management Toolchain for a Level 3 Vehicle Automation Pilot

  • Johannes Hiller,
  • Sami Koskinen,
  • Riccardo Berta,
  • Nisrine Osman and ,
  • Ben Nagy,
  • Francesco Bellotti,
  • Ashfaqur Rahman,
  • Erik Svanberg,
  • Hendrik Weber and
  • Alessandro De Gloria
  • + 7 authors+ 2 authors

As industrial research in automated driving is rapidly advancing, it is of paramount importance to analyze field data from extensive road tests. This paper investigates the design and development of a toolchain to process and manage experimental data...

(This article belongs to the Special Issue Advanced Embedded HW/SW Development)
  • Article
  • Open Access
2 Citations
3,949 Views
24 Pages

26 January 2023

Modeling and simulation (M&S) techniques are effectively used in many application domains to support various operational tasks ranging from system analyses to innovative training activities. Any (M&S) effort might strongly benefit from the ad...

(This article belongs to the Special Issue Internet of Things and Cyber-Physical Systems II)
  • Article
  • Open Access
27 Citations
8,818 Views
23 Pages

A Reference Model for Cyber Threat Intelligence (CTI) Systems

  • Georgios Sakellariou,
  • Panagiotis Fouliras,
  • Ioannis Mavridis and
  • Panagiotis Sarigiannidis

Cyber Threat Intelligence (CTI) is a new but promising field of information security, with many organizations investing in the development of proper tools and services and the integration of CTI related information. However, as a new field, there is...

(This article belongs to the Special Issue Cybersecurity in the Next-Generation Industrial Internet of Things Era: Modelling, Detecting and Mitigating Threats)
  • Article
  • Open Access
15 Citations
5,771 Views
18 Pages

29 May 2023

Enterprise architecture (EA) plays a crucial role in organizations by providing a clear strategy for digital transformation and seamless information flow across boundaries. It is a tool for achieving current and future objectives effectively. By prov...

  • Article
  • Open Access
5 Citations
2,715 Views
22 Pages

Evaluating the Effectiveness of Designs for Low-Cost Digital Manufacturing Systems

  • Jan Kaiser,
  • Gregory Hawkridge,
  • Anandarup Mukherjee and
  • Duncan McFarlane

23 November 2023

There are many well-known systematic approaches to design the digital systems used in manufacturing. However, there are only a few approaches that specifically deal with low-cost components. Such components may not provide the same level of completen...

(This article belongs to the Special Issue Automation and Digitization in Industry: Advances and Applications)
  • Article
  • Open Access
3 Citations
3,471 Views
32 Pages

22 October 2025

The growing importance of data as a driver of the digital economy is promoting the creation of data spaces for the secure and controlled exchange of data between organizations. Data governance is emerging as an essential pillar to ensure efficient, e...

  • Review
  • Open Access
181 Citations
38,796 Views
34 Pages

Review of Industry 4.0 from the Perspective of Automation and Supervision Systems: Definitions, Architectures and Recent Trends

  • Francisco Javier Folgado,
  • David Calderón,
  • Isaías González and
  • Antonio José Calderón

16 February 2024

Industry 4.0 is a new paradigm that is transforming the industrial scenario. It has generated a large amount of scientific studies, commercial equipment and, above all, high expectations. Nevertheless, there is no single definition or general agreeme...

(This article belongs to the Section Industrial Electronics)
  • Article
  • Open Access
2 Citations
1,873 Views
29 Pages

The contemporary Digital Twinning Paradigm (DTP) emerges from the synergy of conceptual development and experiences gained through the digital transformation of real-world Cyber–Physical and Sociotechnical Systems. Balancing current practices a...

(This article belongs to the Section Computer Science & Engineering)

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