Antonio Iera
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View article: Sustainability in Telecommunication Networks and Key Value Indicators: a Survey
Sustainability in Telecommunication Networks and Key Value Indicators: a Survey Open
Telecommunication technologies are important enablers for both digital and ecological transitions. By offering digital alternatives to traditional modes of transportation and communication, they help reduce carbon footprints while improvin…
View article: Optimal In-Network Distribution of Learning Functions for a Secure-by-Design Programmable Data Plane of Next-Generation Networks
Optimal In-Network Distribution of Learning Functions for a Secure-by-Design Programmable Data Plane of Next-Generation Networks Open
The rise of programmable data plane (PDP) and in-network computing (INC) paradigms paves the way for the development of network devices (switches, network interface cards, etc.) capable of performing advanced processing tasks. This allows …
View article: Distributing Intelligence in 6G Programmable Data Planes for Effective In-Network Intrusion Prevention
Distributing Intelligence in 6G Programmable Data Planes for Effective In-Network Intrusion Prevention Open
The problem of attacks on new generation network infrastructures is becoming increasingly relevant, given the widening of the attack surface of these networks resulting from the greater number of devices that will access them in the future…
View article: Learning-powered migration of social digital twins at the network edge
Learning-powered migration of social digital twins at the network edge Open
Digital Twins (DTs), which are paired to Internet of Things (IoT) devices to represent them and augment their capabilities, are gaining ground as a promising technology to enable a wide variety of applications in the sixth-generation (6G) …
View article: Graphical Abstract: Angew. Chem. Int. Ed. 12/2024
Graphical Abstract: Angew. Chem. Int. Ed. 12/2024 Open
Lithium-Ion BatteriesIn their Communication (e202315628), De-en Jiang et al. reveal through machine-learning force field molecular dynamics simulations the superionic Li + transport in glassy LiTaCl 6 via adynamic "monkey bar" mechanism.
View article: Cloud-Connected Bracelet for Continuous Monitoring of Parkinson’s Disease Patients: Integrating Advanced Wearable Technologies and Machine Learning
Cloud-Connected Bracelet for Continuous Monitoring of Parkinson’s Disease Patients: Integrating Advanced Wearable Technologies and Machine Learning Open
Parkinson’s disease (PD) is one of the most unremitting and dynamic neurodegenerative human diseases. Various wearable IoT devices have emerged for detecting, diagnosing, and quantifying PD, predominantly utilizing inertial sensors and com…
View article: Value of Information and Timing-aware Scheduling for Federated Learning
Value of Information and Timing-aware Scheduling for Federated Learning Open
Data possesses significant value as it fuels advancements in AI. However, protecting the privacy of the data generated by end-user devices has become crucial. Federated Learning (FL) offers a solution by preserving data privacy during trai…
View article: Toward the EthicNet: Challenges and Enablers for Ethics-Aware Networks
Toward the EthicNet: Challenges and Enablers for Ethics-Aware Networks Open
Recently, the awareness is gaining ground that technology, at large, should participate in the sustainable and inclusive development of society. In such a context, the concept of Key Value Indicators (KVls) as complements of the widely use…
View article: Models, Methods, and Solutions for Multicasting in 5G/6G mmWave and Sub-THz Systems
Models, Methods, and Solutions for Multicasting in 5G/6G mmWave and Sub-THz Systems Open
Multicasting in wireless access networks is a functionality that, by leveraging group communications, turns out to be essential for reducing the amount of resources needed to serve users requesting the same content. The support of this fun…
View article: Improving the quality of Federated Learning processes via Software Defined Networking
Improving the quality of Federated Learning processes via Software Defined Networking Open
Federated Learning (FL) is rapidly gaining popularity as an effective cooperative and distributed approach, widely used by edge devices, to train machine learning models. Several aspects shall be managed to ensure a FL process that can mor…
View article: User and Content Dynamics of Edge-Aided Immersive Reality Services
User and Content Dynamics of Edge-Aided Immersive Reality Services Open
This letter presents a practice-inspired methodology for characterizing the user and content dynamics of extended reality (XR) services over cellular wireless networks. The proposed approach is based on a fluid approximation to capture the…
View article: A Lightweight Software Stack for IoT Interoperability within the Computing Continuum
A Lightweight Software Stack for IoT Interoperability within the Computing Continuum Open
With the rapid advancement in the next-generation Internet of Things (IoT) and the ever-expanding virtual representation of devices, novel techniques and definitions are key to accommodate emerging paradigms to transform our world. In the …
View article: Approaching 6G Use Case Requirements with Multicasting
Approaching 6G Use Case Requirements with Multicasting Open
The shift towards 6G networks is expected to be accompanied by an increased capability to support group-oriented services, such as extended reality and holographic communications, in many different contexts, from high-precision manufacturi…
View article: 5G NR Sidelink Multi-Hop Transmission in Public Safety and Factory Automation Scenarios
5G NR Sidelink Multi-Hop Transmission in Public Safety and Factory Automation Scenarios Open
The deployment of D2D communications (also known as ProSe or sidelink transmissions) in cellular networks benefits from proximity, multi-hop, and spatial reuse gains. In this article, we first describe the main advancements of NR sidelink …
View article: Mission-Critical Connectivity Enhanced by IAB in Beyond 5G: Interplay of Sidelink, Directional Unicasting, and Multicasting
Mission-Critical Connectivity Enhanced by IAB in Beyond 5G: Interplay of Sidelink, Directional Unicasting, and Multicasting Open
Guaranteeing operational connectivity in emergency situations by means of prompt on-demand network re-configuration is crucial to carry out effective public protection and disaster relief actions. This article analyzes network configuratio…
View article: Network for Distributed Intelligence: a Survey and Future Perspectives
Network for Distributed Intelligence: a Survey and Future Perspectives Open
To keep pace with the explosive growth of Artificial Intelligence (AI) and Machine Learning (ML)-dominated applications, distributed intelligence solutions are gaining momentum, which exploit cloud facilities, edge nodes and end-devices to…
View article: Modeling Reconfigurable Intelligent Surfaces-aided Directional Communications for Multicast Services
Modeling Reconfigurable Intelligent Surfaces-aided Directional Communications for Multicast Services Open
Ponència presentada en GLOBECOM 2022 - 2022 IEEE Global Communications Conference, Rio de Janeiro, Brazil, 2022
View article: Interplay of User Behavior, Communication, and Computing in Immersive Reality 6G Applications
Interplay of User Behavior, Communication, and Computing in Immersive Reality 6G Applications Open
Emerging extended reality (XR) services and applications that submerge users into a virtual universe pave the way towards ubiquitous contextualized experiences. Immersive interactions on-the-go not only bring new use cases but also distrac…
View article: Modeling Reconfigurable Intelligent Surfaces-aided Directional Communications for Multicast Services
Modeling Reconfigurable Intelligent Surfaces-aided Directional Communications for Multicast Services Open
According to the 6G vision, the evolution of wireless communication systems will soon lead to the possibility of supporting Tbps communications, as well as satisfying, individually or jointly, a plethora of other very stringent quality req…
View article: Modeling Reconfigurable Intelligent Surfaces-aided Directional Communications for Multicast Services
Modeling Reconfigurable Intelligent Surfaces-aided Directional Communications for Multicast Services Open
According to the 6G vision, the evolution of wireless communication systems will soon lead to the possibility of supporting Tbps communications, as well as satisfying, individually or jointly, a plethora of other very stringent quality req…
View article: The Use of Machine Learning Techniques for Optimal Multicasting in 5G NR Systems
The Use of Machine Learning Techniques for Optimal Multicasting in 5G NR Systems Open
Multicasting is a key feature of cellular systems, which provides an efficient way to simultaneously disseminate a large amount of traffic to multiple subscribers. However, the efficient use of multicast services in fifth-generation (5G) N…
View article: Parkinson’s Disease Severity Estimation using Deep Learning and Cloud Technology
Parkinson’s Disease Severity Estimation using Deep Learning and Cloud Technology Open
The management of motor complications in Parkinson’s disease (PD) is an unmet need. This paper proposes an eHealth platform for Parkinson’s disease (PD) severity estimation using a cloud-based and deep learning (DL) approach. The system qu…
View article: Placement of Social Digital Twins at the Edge for Beyond 5G IoT Networks
Placement of Social Digital Twins at the Edge for Beyond 5G IoT Networks Open
As the fifth-generation (5G) and beyond (5G+/6G)
\nnetworks move forward, and a wide variety of new advanced
\nInternet of Things (IoT) applications are offered, effective
\nmethodologies for discovering time-relevant information, services…