SmartEdge co-organised the Swarm Workshop 2025 (26/27. Nov.) in Brussels. The workshop presented the progress made by the European Swarm Computing Cluster projects. Over 120 experts from academia, industry and the European Commission attended this workshop to discuss the future of decentralised intelligence and autonomous systems.
Author Archives: Andre Paul
This deliverable D4.3 presents the final implementation status of SmartEdge’s Dynamic and Secure Swarm Networking. The deliverable consolidates the implementation of a suite of artefacts. Each artefact’s role, interactions, and development status are detailed, demonstrating their integration and readiness for deployment.
Deliverable 3.3 “Final implementation of tools for Continuous Semantic Integration (CSI).” marks the finish line of intensive work in Work Package 3 (WP3), bringing us closer to IoT data integration that is seamless, smart, and intelligent.
The Edge AI Academy Summer School took place on July 7–8, 2025, in Pisa, bringing together students, researchers, and professionals for two days of intensive training in edge AI, IoT, and edge computing. The event offered participants hands-on experience and expert-led sessions on cutting-edge technologies, including RISC-V architectures and ultra-low-power processors that are shaping the future of smart IoT and edge AI systems.
Working at the edge – We’d like to highlight the upcoming 2025 Cloud-Edge Continuum Workshop (CEC’25), which will take place on September 22, 2025, in Seoul, South Korea. The workshop is co-located with the IEEE ICNP 2025 conference and will focus on the latest research and developments in the Cloud-Edge Continuum.
Edge-based swarm intelligence promises real-time navigation and coordination in everything from smart cities to autonomous vehicles—but it also brings fresh security risks. DPUAUT leverages SmartNIC-integrated Physically Unclonable Functions to deliver a lightweight, tamper-resistant authentication protocol that keeps your devices both fast and safe.
We’re excited to share updates for the upcoming SmartEdge Summer School 2025, taking place July 7–8 in Pisa, Italy, as part of the Edge AI Academy Summer School 2025.
Ever wondered how you could spot a sneaky DDoS attack before it knocks your site offline? Dive into Deliverable 4.2 to see how FTG-Net-E’s clever flow-and-traffic graphs combined with Graph Neural Networks deliver near-perfect, real-time detection.
Discover how SmartEdge uses synchronised RGB depth cameras and semantic graph fusion to provide AMRs with a shared, real-time understanding of the environment. This enables robots to avoid obstacles, dynamically reschedule and work together seamlessly – for more flexibility, safety and efficiency in the smart factory.
Imagine converting every dashcam frame into a rich, semantic traffic map in real time—SmartEdge’s Vision Scene Understanding makes it possible. Dive into how angle-based relation estimation and YOLOv9-powered detection are revolutionizing ADAS test-case generation right at the edge.
Last week, the SmartEdge EU project held a successful plenary meeting, filled with engaging discussions and insightful presentations. Here’s a brief overview of the key highlights from the event.
We are excited to announce the availability of our latest white paper, which delves into the critical discussions and insights from the TechNexus Programme’s recent workshops, FORECAST and STEADINESS, held during the HiPEAC 2025 conference in Barcelona.
We are excited to announce the 1st workshop on Federated Learning for Wireless Edge AI (FedEdgeAI), which will be held in conjunction with the IEEE ICDCS 2025 conference in Glasgow, Scotland, from July 20th to July 23rd, 2025.
SmartEdge’s introduces a P4-programmable network layer that automates device discovery, secure subnet (“swarm”) formation, and dynamic reconfiguration in industrial and edge environments. Recipe-based orchestration, combined with Access Point and Swarm Coordinator modules, enables seamless node onboarding, controlled or unexpected exits, and priority-aware data flows. Early tests confirm the solution’s efficiency, resilience, and real-world applicability.
Explore how smart edge technology is transforming traffic management, digital rehabilitation, and manufacturing. Three YouTube tutorial videos showcase innovative solutions from experts, emphasizing the groundbreaking impact of these advancements on cities, healthcare, and industry.
We’re excited to announce the release of Deliverable D5.2, marking a significant milestone in the SmartEdge project. This deliverable provides a report on the first implementation and revised design of low-code programming tools for Edge Intelligence, building upon the design outlined in Deliverable D5.1.
We are pleased to announce the release of Deliverable 4.2, representing the second iteration of our Dynamic Swarm Networking technical Work Package. This deliverable is a critical step towards enhancing the networking layer of the SmartEdge project, focusing on high-performance and low-latency operations through innovative, network-programmability solutions.
Slash the time and cost for developing your swarm applications using simple descriptions of real-time behaviour layering on top of digital twins as abstractions for devices and processes. This article describes work being done in the SmartEdge project to support Use Case 3 (smart manufacturing).
We are excited to announce the release of Deliverable D3.2, which details the final design and initial implementation of tools for Continuous Semantic Integration (CSI) within the SmartEdge project. This deliverable builds upon the design activities reported in D3.1 and incorporates the final requirements defined in D2.2, offering a comprehensive framework to enable CSI.