#edge-computing — Public Fediverse posts
Live and recent posts from across the Fediverse tagged #edge-computing, aggregated by home.social.
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Pure-cloud architectures fail in the physical world where networks drop and hardware degrades. Drawing on 6 years of running a continuous livestream, here's how to design resilient hybrid IoT systems using offline-first queues and hardware watchdogs. https://klytron.com/blog/hybrid-iot-cloud-livestream #IoT #EdgeComputing #Architecture
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When building systems that interact with the physical world, cloud assumptions fall apart. Networks drop and hardware wears out.
Drawing on 6 years of running a continuous 24/7 camera livestream, here is how to design resilient hybrid IoT architectures using smart edge caching, MQTT/SQLite queues, and hardware self-healing scripts.
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Minimalist Edge AI Student Competition: Team Registration Deadline: Sept. 6th, 2026
#ieee-student-members #computer-society #edge-computing #energy #IEEE #GreenAI #EdgeComputing #Qualcomm #SEC2026 #TinyML #ComputerScience #AI #Sustainability #MachineLearning #TechCompetition #scv
https://csopportunities.blogspot.com/2026/08/minimalist-edge-ai-student-competition.html -
Cryovex Edge Prime v5.0.0 moves beyond reactive WordPress cache warming toward predictive demand, safe browser speculation, atomic edge coherence and outage continuity.
The roadmap covers Delivery Truth → Predictive Demand → Instant Navigation → Edge Coherence → Continuity Capsule → production validation.
#WordPress #WebPerformance #CoreWebVitals #EdgeComputing #Caching
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More AI news from AMD, re-use of the better parts of their Strix Halo yield for industrial use cases.
"Physical AI" aka robotics and edge use cases. Buzzword galore! 😆
Still remember when "edge" was the new buzzword Pepperidge Farm RemembersSomething I do find interesting is the claim of hard real-time assurances whilst virtualized with Xen.
Technically a guaranteed deadline of 2 years is hard real-time too, just as MS-DOS is an amazing real-time OS, but I'm sure that's not what they're talking about...
Any one got more info on the Xen claim? Haven't heard so much about them these days...
#amd #strixhalo #ai #EmbedddedSystems #PhysicalAI #edgecomputing #robotics #xen #virtualization #realtime #rtos #msdos
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The future of payments will involve Edge Computing https://www.fastly.com/blog/automated-payments-at-the-edge-with-x402-and-fastly-compute #AI #EdgeComputing
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The two-tier mesh AI architecture idea is crystallizing: edge nodes (ESP32 + LoRa) handle sensing and routing, while a central node (RPi 5 or mini PC) handles inference. This keeps the radio layer simple and offloads ML to a more capable device. Mesh-LLM could evolve into this kind of distributed architecture naturally. #MeshNetwork #LocalAI #EdgeComputing #OpenSource #Privacy #Fediverso
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On-device AI models like SigLIP 2 running on Apple Neural Engine show that personal AI can work entirely locally. The next frontier is bringing this to resource-constrained devices - ESP32-S3, RP2040, even microcontrollers with TFLite Micro. Privacy, offline capability, and zero cloud dependency. #OnDeviceAI #Privacy #OpenSource #AI #EdgeComputing #Embedded
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Satellites, HAPS, and aircraft are quietly becoming something more than relays. They're turning into compute nodes.
The Datacom Industry Association Aerospace #WorkingGroup just released a whitepaper on this shift: "Aerospace-enabled Services — The Edge-Cloud Continuum Beyond the Atmosphere."
📄 Read the whitepaper now: https://datacom-ia.eu/2026/07/24/aerospace-wg-releases-whitepaper-on-edge-cloud-continuum-beyond-the-atmosphere/
#Aerospace #EdgeComputing #NTN #EarthObservation #HAPS #Satellite #DigitalInfrastructure #DIA
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Telecom just became one of the most important infrastructure stories in AI, and it is still not getting enough attention.
As AI moves beyond centralized data centers, fiber, 5G, edge computing, and intelligent networks become part of the intelligence stack itself.
The next AI advantage may not only come from the model. It may come from the network behind it.
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The Code the Continuum #Hackathon 2026 brought together students, developers, researchers and innovators to tackle real-world challenges across the #CloudEdgeIoT continuum. From orchestration and edge-cloud computing to AI and open-source technologies, participants turned ideas into working solutions.
🔗 Read the story: https://cop-pilot.eu/2026/07/09/code-the-continuum-hackathon-2026/
#OpenSource #EdgeComputing #AI #Interoperability #DigitalInnovation #HorizonEurope
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Wireless is no longer neutral. It shapes timing, trust, and choice. Where do you see the biggest gap between network promise and enterprise reality? #Wireless #5G #6G #EnterpriseIT #CIO #EdgeComputing #PrivateNetworks #SpectrumPolicy #Industry40 #HealthTech #DefenseTech
https://www.linkedin.com/pulse/from-signal-strategy-enterprise-reckoning-wireless-mohindroo--fzdtc -
#HaveYouSpottedItYet ?
Your go-to solution for demanding graphics applications, AI workloads, video wall installations, and more is making headlines across Europe! The new Shuttle XPC Barebone XB860G2 combines desktop-class performance with an ultra-compact form factor. Curious? Discover more: https://go.shuttle.eu/hKQ7I -
Ookla has found that fewer than half of global mobile operators deliver the upstream throughput required to sustain real-time computer vision and autonomous field systems. https://www.telecomstechnews.com/news/ookla-ai-workloads-strain-5g-infrastructure/ #ookla #telecoms #5g #edgecomputing #ai #technology
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It turns out that popularity is just a form of inequality – how the guys at Fastly are calculating resource requirements at the edge https://www.fastly.com/blog/using-gini-coefficient-plan-edge-capacity #EdgeComputing #CloudComputing #Inequality
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Node-RED Con 2026 is back. Tuesday, November 3rd.
After 1,100+ live attendees from 35+ countries last year, we're doing it again. This year's theme: "Node-RED at the Edge of Intelligence."
The Call for Papers is open until July 31. We're looking for talks on edge computing, AI integration, industrial deployments, and real-world Node-RED projects.
Submit: https://nrcon.nodered.org
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Do you have an HPC home lab? Jeff Layton dives into home lab HPC cluster edge computing with a Raspberry Pi
https://www.admin-it.io/hpc-edge-home-lab/?utm_source=mam
#HPC #EdgeComputing #RaspberryPi #solar #RPi #clusters #portability #EdgeHPC -
Telefónica has completed a 17-node edge computing deployment across Spain, bringing enterprise processing directly to the network perimeter. https://www.telecomstechnews.com/news/telefonica-completes-17-edge-computing-nodes-across-spain/ #telefonica #spain #edgecomputing #telecoms #europe #technology
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Telecom just became one of the most important infrastructure stories in AI, and it is still not getting enough attention.
As AI moves beyond centralized data centers, fiber, 5G, edge computing, and intelligent networks become part of the intelligence stack itself.
The next AI advantage may not only come from the model. It may come from the network behind it.