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SNS JU August 2025 Newsflash

In this last newsflash of August 2025, find back

    • a recap of events where SNS JU or the 5G and 6G communities have an impact,
    • join the discussion followed by SNS JU projects news
    • and do not miss any coming events in the Save-the-Dates !

5G and 6G Events catch-up:

Call for SNS projects’ contributions: workshop on “Towards Sustainable 6G – Part II” @ Sustainable Places Conference (8–10 October, Milan)

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The workshop titled “Towards Sustainable 6G – Part II” to be held at the Sustainable Places Conference (8–10 October, Milan), is co-organised by the 6G-TWIN, 6G4SOCIETYCENTRIC, and 6Green projects.

Participation of additional projects is highly welcome. If your project would like to take part, please provide the following as soon as possible, ideally by 31 August to Sébastien Faye (sebastien.faye@list.lu) and Regis Decorme (regis.decorme@r2msolution.com)

  • Add the name, organisation, and email address of your project representative (who will register for the conference and speak on behalf of the project)
  • Send your project logo, for inclusion in the workshop banner.

Workshop Abstract

This workshop continues the dialogue initiated at Sustainable Places 2024 on integrating environmental considerations into next-generation mobile networks. Building on the momentum of the first edition and the jointly published open letter “Towards Sustainable 6G” in Open Research Europe, this session will bring together both returning and newly funded EU projects under the SNS JU and Horizon frameworks to showcase recent progress in energy-efficient 6G architectures, renewable energy integration, sustainable hardware, and life cycle assessment methodologies.

New projects from the latest SNS JU calls will present their objectives and early insights, broadening the collective understanding of how 6G can support Europe’s Green Deal ambitions. Through interactive discussion and cross-project collaboration, the workshop aims to foster shared strategies and practical solutions for reducing the environmental footprint of future wireless networks, reinforcing the commitment to a greener digital transition.

6G-TWIN webinar sessions, 2nd session

The 6G-TWIN webinar series, which explores the role of Network Digital Twins (NDT) in shaping the future of telecommunications, is underway. The series offers insights into the project’s technical developments, methodologies, and use cases, with a particular focus on how real-time data integration, artificial intelligence, and simulation are driving the creation of intelligent, adaptive 6G networks.

The inaugural session, held on July 22, introduced the 6G-TWIN approach to NDT architecture, component modelling, and performance assessment. If you missed it, a replay will be available soon.

The 2nd webinar will be held on 23 October 2025, at 10:00 am CEST. It will focus on “Smart Data, Trusted AI: Leveraging telemetry and federated intelligence in telecom networks”.

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6GNet 2025 Call for Papers

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Important Dates

  • Submission deadline: 30 September 2025 (Extended)
  • Notification: 30 October 2025
  • Camera-ready: 7 November 2025

The 4th International Conference on 6G Networking (6GNet 2025) will take place in Paris on 17-19 December 2025. The event will provide a forum for academic and industrial experts to present advances and discuss challenges related to 6G networks.

Topics of interest include, but are not limited to:

  • 6G use cases, architectures, and visions
  • Green networking and sustainability
  • Physical layers, RAN, core, direct and 3D/satellite networks
  • Networks for AI-driven and agentic AI services
  • AI/ML for network automation and orchestration
  • Network APIs, security, and privacy
  • Testbeds, prototypes, and migration from 5GEdge/cloud integration, IoT, ISAC, and intelligent surfaces

Submission Guidelines

  • Full papers will not exceed 9 pages (11-point font) including tables, figures and references.
  • Short papers should not exceed 5 pages (11-point font) including tables, figures and references.
  • Format: IEEE two-column template | Language: English | File: PDF
  • Submission through EDAS: https://edas.info/N33914

All submissions will undergo single-blind peer review. Selected papers may be invited for an extended version in Annals of Telecommunications (Springer).

Co-creation event on Integrated Sensing and Communications in SNS Trials and Pilots at Techritory 2025

The SNS CO-OP project organises the co-creation event entitled “Integrated Sensing and Communications in SNS Trials and Pilots: pathway to monetisation of 6G networks” at Techritory Forum 2025, on 22 October 2025.

Integrated Sensing and Communications (ISAC) is one of 6G’s most groundbreaking innovations and key to unlocking new monetisation avenues. ISAC will turn mobile networks into a dual mode infrastructure, providing on one hand conventional communications capabilities and on the other hand sensing capabilities of the environment with huge social and economic potential impacts.

This co-creation event  will explore how ISAC can generate value across cutting-edge use cases such as infrastructure monitoring, smart manufacturing, and autonomous mobility. The spotlight will be on the implementation of real-world trials and pilots leveraging this technology. The event will bring together insights from SNS-funded projects, economic impact experts, and senior representatives from the European Commission, ETSI,  and the SNS Office. Organised with the support of the 6G IA Trials Working Group and the 6G IA Board Vertical Task Force Chairs, this session connects technological potential with societal and market-driven outcomes.

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ORIGAMI Project is co-editing the Special Issue “From Cloud to Edge: Digital Twin Orchestration and Development in the 6G Era” for Elsevier Computer Communication (IF: 4.5)

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ORIGAMI Project is co-editing the Special Issue “From Cloud to Edge: Digital Twin Orchestration and Development in the 6G Era” for Elsevier Computer Communication (IF: 4.5).

The Special Issue welcomes contributions on the design, deployment, and coordination of Digital Twins in 6G systems, with a focus on system-level solutions, edge–cloud orchestration, learning-enabled models, and scalable service interaction.

  • Submission opened on 1 June 2025
  • Submission deadline: 15 October 2025

More details and the full call are available here.

TrialsNet Madrid Cluster Workshop – 8 September 2025, from 10:00 to 13:00

TrialsNet has announced its next demonstration event, which will be held on 8 September 2025, from 10:00 to 13:00, at 5Tonic (Leganés, Madrid). Organised by the Carlos III University of Madrid (UC3M), this event will offer a unique opportunity to showcase the technological advances of the TrialsNet project within the Madrid cluster, focusing on 5G, B5G and 6G connectivity solutions applied to real-world scenarios.

The event is designed to bring together a diverse and specialised audience, including representatives from institutions, companies and research centres, all interested in the future of communication networks and their practical applications.

Live demo of key Use Cases

Attendees will be able to experience first-hand two of our most innovative use cases, which illustrate the power of advanced connectivity in various areas:

  • Smart Crowd Monitoring: Intelligent solutions for managing and monitoring large crowds, improving safety and efficiency at events and in public spaces.
  • Immersive Fan Engagement: Revolutionary user experiences for fans, using immersive technology to take the excitement of sporting events to a new level.
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A Collaborative Effort with Leading Partners

This event is made possible thanks to close collaboration between technology and industry partners, including UC3M, Ericsson, YBVR, Prosegur, and Telefónica, among others. Their commitment and expertise are fundamental to the success and relevance of the solutions developed at TrialsNet.

The event will offer a dynamic space for networking and knowledge sharing, reinforcing Madrid’s role as a key hub for innovation in next-generation networks.

We look forward to seeing you there to explore the future of connectivity in real-world scenarios together! Would you like to attend the workshop? Register here.

54th WWRF Meeting “Beyond 6G? Resilience, Security and Sustainability”

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The 54th WWRF Meeting “Beyond 6G? Resilience, Security and Sustainability” will take place on 4-6 November at Kingston University, London.

A Call for Papers has been issued by the organisers and the ‘Abstract Submission Deadline’ is 29th August 2025.

For information on the WWRF Meeting and the Call for Papers, please refer to https://wwrf-meetings.com

SCoDIHNet news

The Smart Connectivity DIH Network has mainly worked on the following topics

1/ The update of the Replicability catalogue has been made in order to integrate the latest use cases developed and experimented by SNS JU Call 1 and Call 2 projects. Following the survey conducted begin of 2025 by the SNS CO-OP project, a number of new use cases have been identified and most of the projects used the Replicability assessment tool to provide the replicability level of each use cases.

2/ Cooperation with the Smart Connectivity Thematic Working Group is still active, SCoDIHNet is invited to make a new presentation at the next meeting planned on the 10 September 2025. First discussions to merge the 2 groups will start early in October to evaluate the interest of keeping 2 separate groups or to merge them.

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SNS JU Project news:

ACROSS Zero-Touch, Intelligent and Secure Orchestration enablers and open-source contributions

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Zero touch, Intelligent and Secure Orchestration enablers

The ACROSS project’s final releases detail a comprehensive suite of advancements across orchestration, artificial intelligence, automation, and security:

  • Advanced Multi-Domain Orchestration The final release of the ACROSS Multi-Domain Orchestration Platform (D3.2) introduces the ACROSS Multi-Domain Service Orchestrator (AMSO), Maestro, and the ACROSS Cross-Domain Orchestrator (ACDO), OpenSlice. These orchestrators provide end-to-end service lifecycle management and domain-level resource and service orchestration, respectively. A key innovation is the Zero-Trust Connectivity (ZTC) Fabric, which ensures secure inter-domain integration by encrypting all control and data flows, aligning with ETSI ZSM principles.

The platform also delivers a comprehensive portfolio of services, including Kubernetes-as-a-Service, robust storage solutions, advanced communication tools, 5G network functions, deep telemetry capabilities, and end-to-end analytics pipelines.

  • Intelligent & Secure Zero-Touch Enablers. Zero-Touch Automation services provide recommendations to orchestrators for automated changes in service deployment based on user-defined Service Level Agreements (SLAs). Furthermore, the Security and Trust services introduce innovative mechanisms like Device Attestation, Secure Container Migration, and software-defined security solutions for detecting and mitigating Denial-of-Service (DoS) and Distributed Denial-of-Service (DDoS) attacks.

Commitment to Open Source

The ACROSS project is deeply committed to fostering innovation within the open-source community. Many of the components developed and validated within these deliverables are slated for open-source release, contributing to the advancement of 5G and Beyond 5G (B5G) networks.

Notable open-source contributions include:

  • Network Digital Twin Services: Datasets related to traffic generation for test cases are publicly available via Zenodo.
  • AI Services: AI models and components for various test cases are planned for release.
  • Automation Services: The full suite of Automation Services will be open-sourced.
  • Security & Trust Sidecar: NBI connectors for ETSI TeraFlowSDN to leverage network topology and transport network slice details, as well as management of Access Control Lists (ACLs), are planned for release in a public GitLab/GitHub repository.
  • DDoS Detection and Mitigation: These services are also planned for release in a public GitLab/GitHub repository.
  • Orchestration Components: The ACROSS Portal, AMSO and ACDO are also being made available as open-source projects.
  • Platform Services: Components such as Block, Object, and File Storage, Data Ingestion and Search, Message Queue and Event Bus, 5G-as-a-Service, Compute Telemetry, SDN Telemetry, Intelligent Telemetry, Data Aggregator, and Analytics components (Model Repository, Training, Inference, Data Drift Detector) are contributed to open-source projects or will be released.

For more detailed information on these components and their open-source availability, please visit the official ACROSS project website: ACROSS Open Source

6G-NTN results

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The 6G-NTN project is exploring how to seamlessly integrate non-terrestrial networks (NTNs), such as satellites and high-altitude platforms (HAPs), into the future 6G ecosystem. With the goal of enabling resilient, sustainable, and globally accessible 6G connectivity, the project focuses on defining key requirements, developing architectural solutions, and addressing regulatory and technological challenges.

Use cases requirements

6G-NTN defined seven use cases and identified corresponding user requirements, taking into consideration service performance and usage constraints. These requirements and constraints have been structured and presented for three representative User Equipment (UE) types:

  • Handheld UE
  • Drone UE
  • Mounted UE

 

Sustainability considerations

To ensure efficient system dimensioning, the project addressed reference traffic scenarios and developed sustainability metrics, including energy efficiency. These efforts also considered the broader environmental footprint and handprint of 6G-NTN-based systems, enabling the definition of initial sustainable design principles.

3D multi-layered network architecture

The full-fledged integration of the NTN component into 6G is based on the design of a sustainable and resilient 3D multi-layered network architecture. Therefore, the proposed architectural framework consists of a three-layer design:

  • HAPs serving as flexible nodes for local capacity and coverage enhancement
  • Two LEO constellations (400 km to 800 km altitude) supporting C-band and Q/V-band connectivity
  • An overlay of three GEO satellites

 

For the LEO constellations, two architectural solutions are proposed:

  • A conventional architecture consisting of identical LEO satellites (in terms of functionalities and roles)
  • A distributed architecture made up of heterogeneous satellites, i.e., “service satellites” and “feeder satellites”

The project also identified key design parameters for the constellations and critical aspects for payload design and design of an AI-enabled RAN Intelligent Controller.

It also identified candidate waveforms and compared them, including Cyclic Prefix Orthogonal Frequency Division Multiplexing (CP-OFDM), Weighted Overlap and Add OFDM (WOLA-OFDM), discrete Fourier transform spread OFDM (DFT-s-OFDM), Filter – OFDM (F-OFDM), Block Filtered OFDM (BF-OFDM), Universal Filter Multi-Carrier (UFMC), and Orthogonal Time Frequency Space (OTFS).

If you want to learn more about 6G-NTN results, click on Results | 6G-NTN

Hexa-X-II – 6G Value, Requirements and Ecosystem

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The Hexa-X-II project published its final deliverable on 6G Value, Requirements and Ecosystem” focusing on the analysis if the value to be created by 6G. The project details its methodology for evaluating use cases, in particularly about a sustainability analysis (done in the environmental, social and economic sustainability domains). It includes the formulation of the High-Level Human and Planetary Goals (HPGs) for the ICT context and its connection to the United Nations’ Sustainable Development Goals (UN SDGs).

A major part of the sustainability evaluation is dedicated to the identification of the potential outcomes, referred to as Key Values (KVs). The KVs are categorized into positive vs. negative outcomes, named Sustainability Handprints and Footprints. For each KV a set of indicators (KVIs) is proposed, and a connection is made to the relevant HPG.

Another part introduces the final set of representative use cases from Hexa-X-II, analysed using the new methodology from multiple perspectives to highlight the generated value. In addition to technical descriptions, the analysis addresses the issues each use case aims to resolve, the value added by 6G, its essential role in providing solutions, and potential deployment scenarios. Furthermore, sustainability and business evaluations are conducted to identify risks, challenges, and possible mitigation strategies. Key Value (KV) and Key Value Indicators (KVI) are established for each use case. The considered use cases are :

  • Cooperating Mobile Robots
  • Network-Assisted Mobility
  • Real-time Digital Twins
  • Ubiquitous and Resilient Network
  • Human-Centric Services
  • Seamless Immersive Reality

Read more here.

6G-BRICKS Open Call 2 Winners

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The 6G-BRICKS consortium is pleased to announce the results of Open Call 2, which provides financial support to third parties for implementing vertical experiments using the project’s testbed infrastructures and validating its technological capabilities.

The call opened on September 16, 2024, and closed on December 23, 2025, attracting strong interest from the R&D community. A total of 54 proposals were submitted, requesting approximately €4.68 million in funding.

Following an internal feasibility check, 22 proposals were deemed eligible to proceed to full evaluation. Each was assessed by independent external experts in line with Horizon Europe criteria and guidelines. Ultimately, 11 proposals were selected for funding, to receive a total financial support of €1,080,000.

The 11 selected projects are:

  • DIGIT(Edinburgh Napier University, United Kingdom) – €60,000
  • 6G-MEC(ALLBESMART LDA & CMSF-Sistemas de Informação LDA, Portugal) – €120,000
  • LearnSphere(University of Peloponnese & University of Ioannina, Greece) – €120,000
  • EMERGE-XR(PIKEI NEES TECHNOLOGIES OE & ZEONTEX-ZERO ONE TECHNOLOGIES IKE, Greece) – €120,000
  • Follow Me Connectivity (FMC)(FINGLETEK OY, Finland) – €60,000
  • PEDESTRIAN(NEXTWORKS SRL & CNIT, Italy) – €120,000
  • EDGETRUST(ONE SOURCE CONSULTORIA INFORMATICA LDA, Portugal) – €60,000
  • TRACAI-CF(THE LAUDE TECHNOLOGY COMPANY S.L. & Multiverse Computing S.L., Spain) – €120,000
  • CollabXR(QUANTA & QUALIA IKE, Greece & University College Dublin, Ireland) – €120,000
  • LITE(IMEC, Belgium & Spindox Labs SRL, Italy) – €120,000
  • BRICKS4Health(Luxembourg Institute of Science and Technology, Luxembourg) – €60,000

6G-SANDBOX IEEE Journal Paper

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In June 2025, a 6G-SANDBOX Journal paper was issued in IEEE Network. This study compares the performance of three multipath protocols:

  • Multi-connection Tactile Internet Protocol (MTIP):
  • Multipath TCP (MPTCP)
  • Multipath QUIC (MPQUIC)

The tests were conducted using the 6G-SANDBOX Malaga platform, leveraging its advanced multi connectivity capabilities.

You may read it here https://ieeexplore.ieee.org/document/11050396 

VERGE final achievements

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The VERGE project ended on 30 June 2025 with key results. The final design and performance assignment of the VERGE solutions for security, privacy, and trustworthiness for AI were released in April 2025 and the Proofs of Concept detailed in a specific deliverable in July 2025.

Find more here.

DETERMINISTIC Final Summit

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The DETERMINISTIC project has developed architectures and algorithms for scalable and converged future network and compute infrastructures, enabling dependable end-to-end (E2E) time-critical communication across wired and 6G wireless domains.

Main achievements will be showcased on-site on 11 September. They include:

  • Latency measurement and prediction framework for detailed characterization of 6G systems
  • DETERMINISTIC6G simulation framework to enable realistic simulation of stochastic packet delay of 6G systems
  • Security framework for demonstrating attack detection for 2E time synchronization
  • Stochastic network emulation framework through real Exoskeleton

Feel free to register at Registration – DETERMINISTIC6G final project summit.

SUPERIOT: Smart Tags, smart moves

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As part of the EU-funded SUPERIOT research project, a research team from the School of Computer Science at the University of Bristol is using smart IoT tags to push the boundaries of swarm robotics in next-generation warehouse automation.

The team is integrating cutting-edge technology into the DOTS swarm warehouse system at the Bristol Robotics Laboratory. By attaching ultra-low-power smart tags— equipped with E-ink displays as well as dual-mode wireless communication via Visual Light Communication (VLC) and Bluetooth Low Energy (BLE)directly to products and crates, they are building an intelligent IoT network between previously passive items.

The aim is to develop and analyse a smart, IoT-enabled swarm warehouse system that will be demonstrated in the Lab’s dedicated industrial swarm robotics arena.

In this environment, autonomous robots cooperate locally—without centralised control—to move crates dynamically to their target location within the arena. The SUPERIOT smart tags attached to the crates carry real-time data about the contents, including stock, use-by date and temperature. Each smart tag is an active information node in an IoT network, empowering the swarm to make smarter, more informed decisions.

6G-XR Open Call 3 Winners

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The third 6G-XR Open Call, “Vertical Replicability Enablers,” invited innovators to access 6G-XR infrastructure and testbeds to deploy and validate XR use cases—such as real-time holography, immersive technologies, and energy measurement frameworks—contributing to the development of the 6G era.

OC1 emphasised platform-level enhancements, awarding projects like OpenCAMARA and MST to prototype multi-sensor XR solutions and API interoperability.

OC2 homed in on specific technology enablers, with projects like 6G REMIX and EMSEOS validating load balancing, Reflective Intelligent Surface (RIS), and slicing techniques.

OC3 now shifts the lens to applied use cases, reflecting a maturing 6G-XR ecosystem ready to support complex, end-user-driven experimentation.

With 41 eligible proposals from across Europe and 12 ultimately selected, Open Call 3 marks the largest and most competitive round to date—surpassing Open Call 1 (with 8 awarded projects out of 24 eligible) and Open Call 2 (10 awarded out of 15 eligible). This reflects growing momentum and interest from academia, SMEs, and research institutions in leveraging 6G-XR’s powerful testbeds for real-world experimentation.

OC3 winners show a diverse portfolio of use cases across verticals. The 12 winners are: 6G4proQ, AViD-NMP, DREAMS, EMASS, EVIT, FSXR, IMMVIEX, LCEVC-6G-XR, LEARN-6G, MechEye, RACE-6G and SafeDriveXR. If you want to check results and winners’ profiles, click here.

CONFIDENTIAL6G’s contribution to two papers

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Fredrik MeisingsethChristian Rechberger, and Fabian Schmid from Graz University of Technology have co-authored a new paper titled “Practical Two-party Computational Differential Privacy with Active Security”, published in Proceedings on Privacy Enhancing Technologies (PoPETs), Issue 2, 2025.

This work introduces the first practical protocol that guarantees computational differential privacy (CDP) in a two-party computation setting with active adversary protection.

 

CONFIDENTIAL6G contributed to the white paper “Next Generation Edge: Edge Computing Architectures for Artificial Intelligence and Machine Learning Use Cases”, developed by the OpenInfra Edge Computing Working Group.

The white paper covers several key areas:

  • Architectural frameworksfor enabling AI and machine learning at the edge.
  • Security, latency, and data governance considerations, critical for real-world deployments.
  • Collaboration and open-source innovationas essential elements for building sustainable solutions.
  • Deployment examples and lessons learned, offering insights into current practices and future directions.

6G-PATH showcases connected and sensing city scenarios at Aveiro testbed

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On 25 July 2025, 6G-PATH partners Instituto de Telecomunicações and Altice Labs conducted a successful Beyond-5G trial at the Aveiro Testbed, under the UC-CITIES-1 use case, Connected and Sensing City.

The trial demonstrated two advanced scenarios that push the boundaries of urban connectivity and intelligence:

  • Perception offloading with resource management for autonomous mobility, enabling seamless service mobility across edge nodes as autonomous vehicles move through the city.
  • Digital Twin and 5G Network Emulation, supporting real-time mirroring and analysis of urban environments.

A diverse group of stakeholders joined the demonstration, reflecting the collaborative ecosystem fostered by the project:
Allbesmart, Câmara Municipal de Aveiro, OneSource, TICE.PT, Universidade Portucalense (UPT), PCI Creative Science Park Aveiro Region, and Inova-Ria.

This trial represents a key step forward in the 6G-PATH mission to develop and validate next-generation network capabilities for smart city applications.

Watch the trial highlights here.

6G-TANDEM papers

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Six 6G-TANDEM papers were presented or will be presented at major events and conferences.

  • The paper “Wideband Single-Layer D-Band Patch Antenna with Parasitic Elements and Superstrate Loading” was accepted to and presented at EuCAP 2025
  • The paper “Deep Learning for sub-THz Radio Unit Selection using sub-10 GHz Channel Information and Inferred Device Beamforming” was accepted to and presented at IEEE VTC Spring 2025
  • The paper “Analog Crosstalk Cancellation for High Data Rate Communication Links” was accepted to and presented at ISCAS 2025
  • The paper “D-Band Cascode Up conversion Mixer Utilizing Double Mixing Technique for Enhanced Linearity and Output Power in 130-nm SiGe Process” was published in IEEE Transactions on Microwave Theory and Technology
  • The paper “Modeling, Analysis, and Optimization of Cascaded Power Amplifiers” was accepted to EUSIPCO 2025 and will be presented there at the beginning of September 2025.
  • The paper “Efficient Implementation of Wireless Links Employing Polymer Microwave” was accepted by Applied Sciences.

Know more here.

TrialsNet’s feedback on Open Call 24 use cases

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Through its Open Call (May 2024-April 2025), TrialsNet selected 24 Use Cases related to the project topics, in addition to the core ones, to participate in its large-scale trial activities, to diversify and enrich its trial portfolio, within the core verticals, i.e., Infrastructure, Transportation, Security & Safety, eHealth and Emergency, Culture, Tourism, and Entertainment.

The trial activities conducted by the sub-projects further strengthen the achievement and impact of the TrialsNet’s objectives by means of different factors, for example:

  • 24 additional use cases and related trials
  • Extension of the project’s clusters (and sites) with 8 new locations
  • 7 additional network infrastructures (i.e., private and experimental) with various
  • types of deployment and coverage
  • Outstanding increase in real users involved (e.g., an overall number of 1000 users
  • only in the Turin site of the Italian cluster)

Find more detailed information at TrialsNet Six Months Digest #5 – June 2025 (Open Call special issue)

NANCY project paper on “Enabling Containerisation of Distributed Applications wilt Real-Time Constraints”

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This work was partially supported by the EU ECSEL and NANCY projects. It explored how to fill the gap between lack support for scheduling policies that allow guaranteeing real-time timing constraints and CPU resource isolation between containers, such as the SCHED_DEADLINE policy of Linux.

This paper extended Ray to support real-time containers that leverage SCHED_DEADLINE and proposed KubeDeadline, a novel, modular Kubernetes extension to support SCHED_DEADLINE.

The approach was evaluated through extensive experiments, using synthetic workloads and a case study based on the MobileNet and EfficientNet deep neural networks. Our evaluation shows that KubeDeadline ensures deadline compliance in all synthetic workloads, adds minimal deployment overhead (in the order of milliseconds), and achieves lower worst-case response times, up to 4 times lower, than vanilla Kubernetes under background interference

Read more here.

SAFE-6G MLOps framework

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The SAFE-6G project presents its MLOps framework in a video. Find it here.

The SAFE-6G MLOps framework streamlines the full lifecycle of machine learning (ML) models—from development to deployment—leveraging modern cloud-native technologies. It automates workflows, ensures reproducibility, manages versioning of models and data, and incorporates differential privacy to secure sensitive data. The framework utilizes tools like GitLab CI/CD, Kubeflow, and Kubernetes for continuous integration and deployment, model orchestration, and scalable serving. Key components include a pipeline development environment, orchestration platform using DAGs, and automated model creation with differential privacy. Models are stored and deployed as containerized microservices, ensuring efficient, secure, and dynamic ML operations across edge-cloud environments.

iTRUST6G Remote attestation (RA)

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iTRUST explores a novel Remote Attestation (RA) framework integrated into Kubernetes, designed to verify the trustworthiness of services throughout their lifecycle. This framework is complemented by an Artificial Intelligence (AI)-powered Behavioural Analyser, which generates trust scores based on real-time service behaviour, offering a dynamic assessment of service health and security. Together, these solutions provide continuous, real-time monitoring and verification, reinforcing the Zero Trust (ZT) model and ensuring compliance with IETF standards, all while contributing to the future of secure, resilient telecom networks.

Remote Attestation is a technology to externally verify the hardware identity of a node and its software state (i.e. configuration and binaries being executed). We have integrated an RA framework into the Kubernetes environment to enable monitoring of services within a cluster.

Read more about Remote Attestation Framework here.

6G-REFERENCE Research in Integrated Sensing and Communications: September 2025 Events

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6G‑REFERENCE, the project advancing groundbreaking research in cell‑free, coherent 6G hardware enablers for integrated communications and sensing across urban environments, will take part in two events this September.

From 3 to 5 September 2025, 6G-REFERENCE will attend URSI 2025 (XL Simposio Nacional de la Unión Científica Internacional de Radio), hosted in Tarragona (Spain). The project organises the special session on “6G systems and integration of communications and sensing” on 3 September at 9:00h, aligning perfectly with its core vision of dual‑use hardware components that treat communications and environmental sensing not as separate functions, but as mutually reinforcing capabilities. During this session, the project will deliver a presentation on “6G-REFERENCE Distributed Radio Specifications”.

Later in the month, 6G-REFERENCE continues its outreach activities at the European Microwave Week (EuMW) 2025, taking place on 21–26 September 2025 in Utrecht (The Netherlands). At EuMW, 6G‑REFERENCE will present its innovative paper titled: “Planar Low‑Cost Microwave Ring Resonator Temperature Sensor using a PDMS Active Layer”, on Thursday 25 September at 11:30h at EuMC49-3. This contribution showcases a promising proof‑of‑concept sensor that leverages a microwave ring resonator overlaid with a PDMS (polydimethylsiloxane) layer —whose temperature‑dependent dielectric properties cause a resonant frequency shift of approximately 1 MHz per degree Celsius— offering a cost‑effective, integrable sensing solution at around 4 GHz.

Together, these events underscore 6G‑REFERENCE’s commitment to elevating integrated sensing‑communications systems as key enablers of future 6G infrastructure. Through active participation in scientific forums like URSI and EuMW, the project advances its research agenda and fosters collaboration within the wider European telecommunications community.

TARGET-X webinars

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TARGET-X Webinars: Outcomes, Results, and Next-Generation Manufacturing

The TARGET-X project is organising two upcoming webinars showcasing the results of its large-scale testing and experimentation activities in 5G and 6G technologies across strategic industrial sectors.

The first webinar, TARGET-X Outcome and Results, will take place on Tuesday, 9 September 2025, from 13:00 to 14:30 CEST. It will present the main achievements of the project, including more than 30 experiments supported through open calls. These experiments enabled European SMEs and mid-caps to validate advanced network solutions in real-world scenarios in energy, mobility, manufacturing, and other industries. The session will also include a live demonstration of the platform, success stories from participating companies, and an interactive activity to foster collaboration. Speakers include Aneta Gałązka (FundingBox) and Dr. Bart Mellaerts (Ericsson). Registration is available at: https://s.fhg.de/target-x-outcome.

The second webinar, Next-Gen Manufacturing: Virtual PLCs in the Cloud Using Real-Time Wireless Protocols, will be held on Thursday, 18 September 2025, from 10:00 to 11:30 CEST. The session will explore the deployment of virtual programmable logic controllers (PLCs) hosted in factory cloud environments, enabling adaptive and scalable production processes. Topics will cover the communication architecture developed in TARGET-X, including 5G, Time-Sensitive Networking (TSN), wireless real-time fieldbus communication, and real-time cloud computing with Kubernetes. The speaker will be Pierre Kehl (Fraunhofer IPT). Registration is available at: https://s.fhg.de/target-x-next-gen.

More information on the TARGET-X project and the full list of upcoming webinars is available at: https://target-x.eu/webinars/.

12 ELASTIC Key Exploitable results

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A total of 12 key exploitable results generated by the ELASTIC project were identified.

  • KonnektBox: A novel fog computing platform enhanced for elasticity and compute continuum paradigmsKonnektBox implements edge level interfaces in charge of deploying the computation across the compute continuum based on the distribution provided by COMPSs. It incorporates a data router service to feed the data analytics methods with data from the geographically distributed sensor in the Florence demonstrator and a distributed storage system (dataClay) to guarantee that the data is available across the compute continuum.
  • Vision for the deployment of C-ITS solutions in Florence: Florence gained insight into both mature technologies (as V2X) and cutting-edge software architectures which are expected to play a key role in C ITS solutions, supporting the implementation of cooperative, connected and automated mobility (CCAM). Hence, the vision has been updated to encompass C-ITS as well. ELASTIC’s co-design approach has permitted the development of a mature strategic vision for mobility in a complex metropolitan area encompassing functional requirements to challenge the ELASTIC architecture, thus providing inputs for further developments and enhancements.
  • COMPSs: has been improved to fully support containerization for a flexible operation in a distributed edge/fog/cloud environment. COMPSs has been extended to support elasticity through the implementation of new scheduling algorithms that adapt the scheduling of analytics tasks, as well as the number of deployed COMPSs workers and utilized computing units.
  • dataClay: dataClay has been optimized to share data across different instances and extended to support integration with MQTT and Kafka, improving interoperability with other solutions commonly used in the cloud continuum. dataClay has been integrated with COMPSs NuvlaBox and Konnektbox  for the collection of telemetry and the data analytics workflows.
  • Software framework for data-analytics workflows: The ELASTIC software architecture is the framework that glues together all the software innovations of ELASTIC, providing the features needed to implement advanced mobility applications. The software framework is based on the seamless integration of the different software components of the ELASTIC software architecture, mainly including COMPSs, dataClay and an advanced distributed monitoring tool that provides real-time information on time, energy, communication and security non-functional properties. The software framework has been validated with a smart transportation application, integrating multiple data sources (cameras, sensors, etc.) to detect several hazardous situations in a natural urban environment, generating real-time alerts to connected vehicles.
  • Predictive maintenance for track defects: A maintenance vehicle was equipped with sensors for acquiring the rail profile. The developed software allows to analyse the acquired data to plan maintenance interventions, foreseeing and estimating the wear that could occur in the future in the tramway lines.
  • NuvlaBox: NuvlaBox is an edge software that turns any computer into a smart edge device. This is of value in many sectors, including retail, manufacturing, and telecom, where data has to be collected and processed away from the data centre. The NuvlaBox was re-designed to be architecture-compliant with ELASTIC. Additional data managers and tooling were added. This is the unique software on the market which enables devices this way and can then be monitored and updated from a central service which also includes payment and legal terms.
  • NGAP: Next Generation Autonomous Positioning (NGAP) demonstrator implements a system for measuring the tram position using only onboard sensors. The system was implemented, installed and tested on trams in an operating environment. NGAP system using only on-board equipment (sensors and edge electronics) can determine the tram position with relevant accuracy. The NGAP system allows the autonomous positioning of the system along the line by using several sensors.
  • ADAS (Advanced Driving Assistant System): ADAS implements an on-board system to detect and classify tram obstacles, and it uses onboard radar, LIDAR and camera sensors. It transforms the physical sensors into a smart version through specific methods (e.g. Deep Neural networks (DNN) for video). ELASTIC has permitted to integrate ADAS with: homography to get raw data in a common reference system; Data association link sensors’ measurements to tracks; Data fusion algorithm, based on the multi-target tracking (MTT) approach, tracks detected objects and performs collision checking; the activation of visual and sound warnings to alert the driver is also implemented to complete the solution.
  • Safe and Secure Edge Computing Box: The Safe and Secure Edge Computing Box is composed of mechanisms needed to provide a safe and secure execution environment and communication for critical computing nodes. It offers computational resources to applications with the high reliability of mission critical systems and provides the flexibility of services from Cloud Computing. The ELASTIC project permitted the specification of the computing and communication mechanisms needed to host critical applications.
  • ICE Knowledge Discovery: This is a software tool for data exploration and visualisation without any predefined model. This tool was born with the project, and was used to help fulfil one of the main use cases in the project.

Predator + maintenance prediction tool: This new developed tool reads track profiles and indicates to the user where they would need to inspect the trail track due to a detected or predicted worn track. The tool helps rail engineers spot locations where they will focus their attention on maintenance activities. It contributed to the fulfilment of use of the main use cases in the project.

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