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Great having @IanCutress from @MoreThanMoore stop by booth and take a look at our Nonstop AI™ cluster. It's always a highlight when we get to show how we're tackling scale and fault tolerance in AI infrastructure live. #Computex26 #AIInfrastructure #GPUClusters #NonstopAI
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"Planning your next GPU cluster or LLM deployment? Interconnected Systems has built a full suite of free online tools to make AI infrastructure sizing, costing, and optimization easier than ever: • LLM VRAM & KV Cache Estimator for concurrency planning • RoCEv2 AI Fabric Planner with switch BOMs & configs • Power, Cooling & Rack Planner (full cluster incl. networking) • AI TCO Estimator (on-prem vs cloud) • LLM Parallelism & Scaling Recommender • Training Data & Storage Sizer • Inference Serving Simulator & Config Generator All free, no login required — designed by network engineers for real-world AI/HPC teams. Which one will you try first? Let us know in the replies! #AI #GPUClusters #LLM #InfrastructurePlanning"
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👉 #Telescent's new solution is designed to help operators keep pace with the growing bandwidth requirements of #AIInfrastructure while improving operational efficiency. See it at #OFC2026 (Booth 607) in LA, Mar 17–19. 🔗 imillerpr.com/news/telescent… #GPUClusters #DataCenters #iMPR
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DigiPower X Inc (NASDAQ:DGXX, TSX-V:DGX) updated investors on its AI infrastructure plans, including the implementation of its first NVIDIA B200 GPU cluster in Alabama and preparations to begin data processing in the first quarter of 2026. The company said it will begin deploying its ARMS 200 modular data center platform across its US Tier III facilities in early 2026. The platform is designed for high-density GPU integration, liquid cooling, low-latency networking, Tier III redundancy and multi-megawatt scalability. Digi Power X noted that ARMS is a key component of its shift from cryptocurrency mining to AI-focused infrastructure. A patent application for the ARMS 200 architecture has been filed with the US Patent and Trademark Office through its subsidiary US Data Centers. proactiveinvestors.com/compa… #digipowerx #dgxx #dgx #usdatacenters #aiinfrastructure #datacenters #tier3 #gpuclusters #nvidia #nvidiab200 #modulardatacenters #liquidcooling #hpc #energyinfrastructure #techinvesting #digitalinfrastructure #aimarket #scalableai #nextgenenergy #miningdiscovery
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15 Nov 2025
ShadowMQ: How Code Reuse Spread Critical Vulnerabilities Across the AI Ecosystem - oligo.security/blog/shadowmq… by @avi_lum at @OligoSecurity Over the past year, Oligo Security’s research team disclosed a series of critical Remote Code Execution (RCE) vulnerabilities lurking inside some of the most widely used AI inference servers, including frameworks from Meta, NVIDIA, Microsoft, and PyTorch projects like vLLM and SGLang. These vulnerabilities all traced back to the same root cause: the overlooked unsafe use of ZeroMQ (ZMQ) and Python’s pickle deserialization. But what surprised us the most wasn’t the bug itself. It was how it spread. As we dug deeper, we found that code files were copied between projects (sometimes line-for-line) carrying dangerous patterns from one repository to the next. We call this pattern ShadowMQ: a hidden communication-layer flaw propagated through code reuse in the modern AI stack. #ShadowMQ #AISecurity #LLMSecurity #InferenceSecurity #RuntimeSecurity #ZeroMQ #PickleDeserialization #RCERisk #SupplyChainSecurity #OpenSourceSecurity #CodeReuse #ShadowVulnerabilities #CloudSecurity #GPUClusters #ModelSecurity #PythonSecurity #AppSec #ThreatResearch #AIEcosystem #DevSecOps #OligoSecurity
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5/ And it’s not just about speed. Localized #GPUclusters also solve one of the biggest headaches in AI: #dataprivacy and regulatory #compliance. When compute is close to where data is generated, companies can meet sovereignty rules (#GDPR, #HIPAA, etc.) without compromising performance. This opens the door for #healthcareAI, #financialservices, and @governmentapplications — sectors where trust and compliance are non-negotiable. #EdgeAI #DataPrivacy #AIRegulation
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4/ This is exactly what @AethirCloud is building: ✅ A global network of bare-metal #GPUclusters ✅ Already 435,000 GPUs across 94 countries ✅ Compute positioned near the users, not trapped in a handful of data centers #Baremetal means no #virtualization bottlenecks. Distributed means true #globalcoverage. Together, it creates an edge cloud optimized for AI inference at scale. #AethirCloud #DePIN #GPUCloud #AIInfrastructure
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Supercapacitors, also known as ultracapacitors, are revolutionizing the landscape of data center backup power. Unlike batteries, which rely on chemical reactions to store and release energy, supercapacitors store energy electrostatically in a double-layer interface at the electrode-electrolyte boundary. This allows for virtually instantaneous charge and discharge, with response times in the microsecond to sub-millisecond range. Modern data centers demand unparalleled reliability. Every millisecond counts, and traditional backup systems—while still essential for long-term power continuity—cannot fully address ultra-fast, high-power events. Supercapacitors, with their sub-millisecond response, extreme power density, longevity, and safety, are rapidly becoming the gold standard for critical load protection. For organizations operating GPU clusters, AI accelerators, or real-time systems, supercapacitors are not just an option—they are a necessity. By bridging instantaneous outages and supporting hybrid backup architectures, they ensure that data centers remain resilient, efficient, and prepared for the high-speed demands of the future. --- Explore the future of mission-critical data center backup power in our latest article! #Supercapacitors #Ultracapacitors #DataCenter #BackupPower #MissionCritical #AIInfrastructure #HighPerformanceComputing #GPUClusters #EnergyStorage #PowerReliability #CriticalInfrastructure #NextGenTech #DataCenterResilience #HybridBackup #DigitalInfrastructure #TechInnovation 🔗 linkedin.com/pulse/supercapa…
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Big News: Hydra Host Secures Seed Funding! We are proud to announce our Seed raise led by @scottmcnealy at Flume Ventures, including participation from New Enterprise Associates (NEA) and @maxaltman at Saga Ventures, as well as Hydra Host’s customers @ChaseLochmiller (co-founder and CEO of @CrusoeAI) and @yoemsri (co-founder and CEO of @sestercegroup).  With this investment, we’re expanding our GPU procurement, data center monetization, and bare metal solutions, making high-performance compute more accessible than ever. The future of AI isn’t just about chips—it’s about who controls them, who monetizes them, and how they power the next wave of innovation. Hydra Host is here to ensure data centers and enterprises stay ahead. 🔗 Read more about our funding and what’s next: hydrahost.com/post/hydra-hos… #AIInfrastructure #GPUClusters #BareMetal #TechFunding #DataCenter
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🚀Scale AI Faster with NexGen Cloud’s GPU Clusters! In the race for #AI dominance, speed is everything. With NexGen Cloud’s #GPUClusters for AI, you can accelerate model training, testing, and deployment, reducing time-to-market and staying ahead of the competition. Find out how below 👇🧵 (1 of 3)
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Time to 👊GET IT DONE👊 with #FANUC ASI, @brightmachines, and their #automated #pickandplace & #screwdriving solution of #GPUclusters!🌐 ✔️Full Automation ✔️Error Elimination ✔️Advanced Technology ✔️Zero Scrap Operations 🔗bit.ly/3Cew7YQ
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H200s may be the buzz, but H100s continue to lead in high demand. Our 8x H100 setup with 80GB HBM3 is ready for rent and perfect for your intensive projects at just $2.99 per GPU/hr. Reserve now! hubs.la/Q02X-9qL0 #GPUClusters #AICompute #OnDemand
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Hydra is powering #SovereignAI across the globe with over two dozen partner data centers and more to come. Retain full control over your data with our secure, high-performance infrastructure. 🔒 Learn more: hubs.ly/Q02MWv6D0 #AI #DataSovereignty #BareMetal #GPUClusters
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Big News! 🚀 New Cluster Page at Hydra Host! Our GPU clusters accelerate deep learning, scientific simulations, and more. Enjoy cost-effective, scalable, and flexible high-performance computing. Explore now: hydrahost.com/cluster #GPUClusters #HPC #AI #DeepLearning
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Join the “AI Training: From Pytorch to GPU Clusters” with Homebrew AI Lab! 📅 July 30, 2024 🕒 6:30 PM - 8 PM 📍 National Library Board, Level 7 Learn about training llama3-s, hardware challenges, and more. Featuring talks by Nicole Zhu and Gabrielle Ong. More info: lu.ma/ws8t6wom #AI #MachineLearning #DeepLearning #GPUClusters

24 Jul 2024
🎉 Our first meetup: AI Training: From Pytorch to GPU Clusters We'll share how we trained 🦄 llama3-s, our fusion model with native audio comprehension and do a few live demos. 🗓️ 30 July, Tuesday, 6.30 pm 📍 National Library Board, Level 7 - Launch Room Join our 1st meetup! lu.ma/ws8t6wom
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