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Future Internet, Volume 15, Issue 8

2023 August - 33 articles

Cover Story: RegTech is a set of technologies that aims to ensure compliance with acceptable practices and requirements in industries. With the onset and integration of Industry 4.0 or the industrial Internet of Things, many aspects of manufacturing, shipping and services have been completely digitalized. This makes business operations efficient and profitable. RegTech takes advantage of this by collecting the required information from these digitalized sources in real time and harnessing them for monitoring industrial processes. The future of RegTech lies in using purposely designed frameworks for specific industries powered by the next generation of the industrial Internet of Things, and computational tools such as artificial intelligence and blockchain. View this paper
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Articles (33)

  • Article
  • Open Access
5 Citations
2,474 Views
19 Pages

Intelligent Transmit Antenna Selection Schemes for High-Rate Fully Generalized Spatial Modulation

  • Hindavi Kishor Jadhav,
  • Vinoth Babu Kumaravelu,
  • Arthi Murugadass,
  • Agbotiname Lucky Imoize,
  • Poongundran Selvaprabhu and
  • Arunkumar Chandrasekhar

21 August 2023

The sixth-generation (6G) network is supposed to transmit significantly more data at much quicker rates than existing networks while meeting severe energy efficiency (EE) targets. The high-rate spatial modulation (SM) methods can be used to deal with...

  • Article
  • Open Access
10 Citations
6,595 Views
19 Pages

Detection of Man-in-the-Middle (MitM) Cyber-Attacks in Oil and Gas Process Control Networks Using Machine Learning Algorithms

  • Ugochukwu Onyekachi Obonna,
  • Felix Kelechi Opara,
  • Christian Chidiebere Mbaocha,
  • Jude-Kennedy Chibuzo Obichere,
  • Isdore Onyema Akwukwaegbu,
  • Miriam Mmesoma Amaefule and
  • Cosmas Ifeanyi Nwakanma

21 August 2023

Recently, the process control network (PCN) of oil and gas installation has been subjected to amorphous cyber-attacks. Examples include the denial-of-service (DoS), distributed denial-of-service (DDoS), and man-in-the-middle (MitM) attacks, and this...

  • Article
  • Open Access
14 Citations
2,881 Views
24 Pages

Cluster-Based Data Aggregation in Flying Sensor Networks Enabled Internet of Things

  • Abdu Salam,
  • Qaisar Javaid,
  • Masood Ahmad,
  • Ishtiaq Wahid and
  • Muhammad Yeasir Arafat

20 August 2023

Multiple unmanned aerial vehicles (UAVs) are organized into clusters in a flying sensor network (FSNet) to achieve scalability and prolong the network lifetime. There are a variety of optimization schemes that can be adapted to determine the cluster...

  • Article
  • Open Access
22 Citations
5,318 Views
16 Pages

19 August 2023

The software defined network (SDN) collects network traffic data and proactively manages networks. SDN’s programmability makes it excellent for developing distributed applications, cybersecurity, and decentralized network control in multitenant...

  • Article
  • Open Access
8 Citations
4,214 Views
19 Pages

Applying Machine Learning in Cloud Service Price Prediction: The Case of Amazon IaaS

  • George Fragiadakis,
  • Evangelia Filiopoulou,
  • Christos Michalakelis,
  • Thomas Kamalakis and
  • Mara Nikolaidou

19 August 2023

When exploring alternative cloud solution designs, it is important to also consider cost. Thus, having a comprehensive view of the cloud market and future price evolution allows well-informed decisions to choose between alternatives. Cloud providers...

  • Article
  • Open Access
11 Citations
5,333 Views
38 Pages

18 August 2023

The development of smart city applications often encounters a variety of challenges. These include the need to address complex requirements such as integrating diverse data sources and incorporating geographical data that reflect the physical urban e...

  • Article
  • Open Access
25 Citations
15,378 Views
77 Pages

18 August 2023

This paper explores the relationship between two emerging technologies, WebAssembly (Wasm) and the Internet of Things (IoT). It examines the complementary roles of these technologies and their impact on modern web applications. First, it delves into...

  • Article
  • Open Access
5 Citations
3,266 Views
28 Pages

A Link-Layer Virtual Networking Solution for Cloud-Native Network Function Virtualisation Ecosystems: L2S-M

  • Luis F. Gonzalez,
  • Ivan Vidal,
  • Francisco Valera,
  • Raul Martin and
  • Dulce Artalejo

17 August 2023

Microservices have become promising candidates for the deployment of network and vertical functions in the fifth generation of mobile networks. However, microservice platforms like Kubernetes use a flat networking approach towards the connectivity of...

  • Article
  • Open Access
4 Citations
3,252 Views
16 Pages

An Efficient Adaptive Data-Link-Layer Architecture for LoRa Networks

  • Micael Coutinho,
  • Jose A. Afonso and
  • Sérgio F. Lopes

17 August 2023

LoRa is one of the most popular low-power wireless network technologies for implementation of the Internet of Things, with the advantage of providing long-range communication, but lower data rates, when compared with technologies such as Zigbee or Bl...

  • Article
  • Open Access
37 Citations
5,439 Views
21 Pages

Quantum Machine Learning for Security Assessment in the Internet of Medical Things (IoMT)

  • Anand Singh Rajawat,
  • S. B. Goyal,
  • Pradeep Bedi,
  • Tony Jan,
  • Md Whaiduzzaman and
  • Mukesh Prasad

15 August 2023

Internet of Medical Things (IoMT) is an ecosystem composed of connected electronic items such as small sensors/actuators and other cyber-physical devices (CPDs) in medical services. When these devices are linked together, they can support patients th...

  • Article
  • Open Access
13 Citations
6,225 Views
16 Pages

LoRa Communication Using TVWS Frequencies: Range and Data Rate

  • Anjali R. Askhedkar,
  • Bharat S. Chaudhari,
  • Maha Abdelhaq,
  • Raed Alsaqour,
  • Rashid Saeed and
  • Marco Zennaro

14 August 2023

Low power wide area network (LPWAN) is a wireless communication technology that offers large coverage, low data rates, and low power consumption, making it a suitable choice for the growing Internet of Things and machine-to-machine communication appl...

  • Article
  • Open Access
9 Citations
5,279 Views
21 Pages

14 August 2023

The rise in internet users has brought with it the impending threat of cybercrime as the Internet of Things (IoT) increases and the introduction of 5G technologies continues to transform our digital world. It is now essential to protect communication...

  • Article
  • Open Access
5 Citations
2,547 Views
22 Pages

Real-World Implementation and Integration of an Automatic Scoring System for Workplace Safety Courses in Italian

  • Nicola Arici,
  • Alfonso Emilio Gerevini,
  • Matteo Olivato,
  • Luca Putelli,
  • Luca Sigalini and
  • Ivan Serina

12 August 2023

Artificial Intelligence and Natural Language Processing techniques can have a very significant impact on the e-learning sector, with the introduction of chatbots, automatic correctors, or scoring systems. However, integrating such technologies into t...

  • Review
  • Open Access
10 Citations
12,904 Views
17 Pages

11 August 2023

The popularity of cryptocurrencies has skyrocketed in recent years, with blockchain technologies enabling the development of new digital assets. However, along with their advantages, such as lower transaction costs, increased security, and transactio...

  • Article
  • Open Access
19 Citations
2,897 Views
16 Pages

An Efficient and Secure Certificateless Aggregate Signature Scheme for Vehicular Ad hoc Networks

  • Asad Iqbal,
  • Muhammad Zubair,
  • Muhammad Asghar Khan,
  • Insaf Ullah,
  • Ghani Ur-Rehman,
  • Alexey V. Shvetsov and
  • Fazal Noor

10 August 2023

Vehicular ad hoc networks (VANETs) have become an essential part of the intelligent transportation system because they provide secure communication among vehicles, enhance vehicle safety, and improve the driving experience. However, due to the openne...

  • Article
  • Open Access
4 Citations
2,801 Views
14 Pages

Correlation Analysis Model of Environment Parameters Using IoT Framework in a Biogas Energy Generation Context

  • Angelique Mukasine,
  • Louis Sibomana,
  • Kayalvizhi Jayavel,
  • Kizito Nkurikiyeyezu and
  • Eric Hitimana

9 August 2023

Recently, the significance and demand for biogas energy has dramatically increased. However, biogas operators lack automated and intelligent mechanisms to produce optimization. The Internet of Things (IoT) and Machine Learning (ML) have become key en...

  • Article
  • Open Access
12 Citations
4,820 Views
14 Pages

Mapping EEG Alpha Activity: Assessing Concentration Levels during Player Experience in Virtual Reality Video Games

  • Jesus GomezRomero-Borquez,
  • J. Alberto Del Puerto-Flores and
  • Carolina Del-Valle-Soto

9 August 2023

This work presents a study in which the cognitive concentration levels of participants were evaluated using electroencephalogram (EEG) measures while they were playing three different categories of virtual reality (VR) video games: Challenging Puzzle...

  • Article
  • Open Access
17 Citations
2,448 Views
28 Pages

7 August 2023

Numerous real-life smart city application scenarios require joint analytics on unified views of georeferenced mobility data with environment contextual data including pollution and meteorological data. particularly, future urban planning requires res...

  • Article
  • Open Access
29 Citations
3,615 Views
20 Pages

1 August 2023

Technology advancements have driven a boost in electronic commerce use in the present day due to an increase in demand processes, regardless of whether goods, products, services, or payments are being bought or sold. Various goods are purchased and s...

  • Article
  • Open Access
19 Citations
6,115 Views
26 Pages

Federated learning (FL) is a transformative approach to Machine Learning that enables the training of a shared model without transferring private data to a central location. This decentralized training paradigm has found particular applicability in e...

  • Review
  • Open Access
479 Citations
80,701 Views
60 Pages

The Power of Generative AI: A Review of Requirements, Models, Input–Output Formats, Evaluation Metrics, and Challenges

  • Ajay Bandi,
  • Pydi Venkata Satya Ramesh Adapa and
  • Yudu Eswar Vinay Pratap Kumar Kuchi

Generative artificial intelligence (AI) has emerged as a powerful technology with numerous applications in various domains. There is a need to identify the requirements and evaluation metrics for generative AI models designed for specific tasks. The...

  • Article
  • Open Access
2,201 Views
13 Pages

Virtual Grid-Based Routing for Query-Driven Wireless Sensor Networks

  • Shushant Kumar Jain,
  • Rinkoo Bhatia,
  • Neeraj Shrivastava,
  • Sharad Salunke,
  • Mohammad Farukh Hashmi and
  • Neeraj Dhanraj Bokde

In the context of query-driven wireless sensor networks (WSNs), a unique scenario arises where sensor nodes are solicited by a base station, also known as a sink, based on specific areas of interest (AoIs). Upon receiving a query, designated sensor n...

  • Article
  • Open Access
7 Citations
2,677 Views
14 Pages

An Optimal Authentication Scheme through Dual Signature for the Internet of Medical Things

  • Zainab Jamroz,
  • Insaf Ullah,
  • Bilal Hassan,
  • Noor Ul Amin,
  • Muhammad Asghar Khan,
  • Pascal Lorenz and
  • Nisreen Innab

The Internet of Medical Things (IoMT) overcomes the flaws in the traditional healthcare system by enabling remote administration, more effective use of resources, and the mobility of medical devices to fulfil the patient’s needs. The IoMT makes...

  • Article
  • Open Access
6 Citations
4,099 Views
25 Pages

This paper presents the mHealth Predictive Outbreak for COVID-19 (mPOC) framework, an autonomous platform based on wearable Internet of Medical Things (IoMT) devices for outbreak prediction and monitoring. It utilizes real-time physiological and envi...

  • Review
  • Open Access
31 Citations
10,308 Views
27 Pages

Regulatory Technology (RegTech) is an emerging set of computing and network-based information systems and practices intended to enhance and improve regulatory compliance processes. Such technologies rely on collecting exclusive information from the e...

  • Review
  • Open Access
246 Citations
50,722 Views
31 Pages

A Review of ARIMA vs. Machine Learning Approaches for Time Series Forecasting in Data Driven Networks

  • Vaia I. Kontopoulou,
  • Athanasios D. Panagopoulos,
  • Ioannis Kakkos and
  • George K. Matsopoulos

In the broad scientific field of time series forecasting, the ARIMA models and their variants have been widely applied for half a century now due to their mathematical simplicity and flexibility in application. However, with the recent advances in th...

  • Review
  • Open Access
41 Citations
9,345 Views
30 Pages

Task Allocation Methods and Optimization Techniques in Edge Computing: A Systematic Review of the Literature

  • Vasilios Patsias,
  • Petros Amanatidis,
  • Dimitris Karampatzakis,
  • Thomas Lagkas,
  • Kalliopi Michalakopoulou and
  • Alexandros Nikitas

Task allocation in edge computing refers to the process of distributing tasks among the various nodes in an edge computing network. The main challenges in task allocation include determining the optimal location for each task based on the requirement...

  • Article
  • Open Access
5 Citations
4,604 Views
19 Pages

In the current era of prevailing information technology, the requirement for high availability and reliability of various types of services is critical. This paper focusses on the comparison and analysis of different high-availability solutions for L...

  • Article
  • Open Access
35 Citations
6,957 Views
31 Pages

The Meta-Metaverse: Ideation and Future Directions

  • Mohammad (Behdad) Jamshidi,
  • Arash Dehghaniyan Serej,
  • Alireza Jamshidi and
  • Omid Moztarzadeh

In the era of digitalization and artificial intelligence (AI), the utilization of Metaverse technology has become increasingly crucial. As the world becomes more digitized, there is a pressing need to effectively transfer real-world assets into the d...

  • Article
  • Open Access
14 Citations
4,044 Views
20 Pages

Information-centric networking (ICN) has gained significant attention due to its in-network caching and named-based routing capabilities. Caching plays a crucial role in managing the increasing network traffic and improving the content delivery effic...

  • Article
  • Open Access
38 Citations
6,855 Views
18 Pages

Recently, the advent of blockchain (BC) has sparked a digital revolution in different fields, such as finance, healthcare, and supply chain. It is used by smart healthcare systems to provide transparency and control for personal medical records. Howe...

  • Article
  • Open Access
27 Citations
4,019 Views
18 Pages

RIS-Assisted Fixed NOMA: Outage Probability Analysis and Transmit Power Optimization

  • Vinoth Babu Kumaravelu,
  • Agbotiname Lucky Imoize,
  • Francisco R. Castillo Soria,
  • Periyakarupan Gurusamy Sivabalan Velmurugan,
  • Sundarrajan Jayaraman Thiruvengadam,
  • Dinh-Thuan Do and
  • Arthi Murugadass

Reconfigurable intelligent surface (RIS)-assisted non-orthogonal multiple access (NOMA) has the ability to overcome the challenges of the wireless environment like random fluctuations, shadowing, and mobility in an energy efficient way when compared...

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Future Internet - ISSN 1999-5903