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AI Edge

9 min read

Collective Communications Explained: The Hidden Coordination Behind Distributed AI Training

If you work with AI infrastructure, build applications with large language models, or fine-tune models for your organization, you've probably heard...

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9 min read

Kubernetes for AI Workloads: When Perfect Scheduling Meets Imperfect Networks

Why Your Advanced Kubernetes AI Scheduler Might Be Fighting a Losing Battle If you work with AI infrastructure, manage Kubernetes clusters for...

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14 min read

The Anatomy of a Training Job: Where Your Billion-Dollar GPUs Actually Spend Their Time

When a CFO approves a $50 million GPU cluster purchase, they're essentially buying the world's most expensive waiting rooms. The uncomfortable truth...

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hedgehog hyrbid ai cloud infrastructure for an oil and gas company with inference at oil rigs in west texas networks to private cloud in houston with backup on aws in ohio and azure in washington

16 min read

Hedgehog AI Cloud Infrastructure for Energy and Utility Companies

I was talking with a partner this week, and I of course asked him about the deals he is working where Hedgehog may be a fit. He mentioned an energy...

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11 min read

Why Traditional Networks Fail AI Workloads

Why Traditional Networks Fail AI Workloads The billion-dollar bottleneck hiding in your artificial intelligence infrastructure

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Hedgehog at NVIDIA GTC 2025

8 min read

The Next AI Inflection Point: Jensen Huang's Epochal Vision at GTC 2025

The fog of skepticism that once surrounded AI's practical applications has fully lifted. As I sit here reflecting on Jensen Huang's GTC 2025 keynote,...

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3 min read

Dell'Oro Data Center Switch Report: The Market Is Choosing Ethernet for AI

Dell'Oro Group just released their 4Q 2024 Ethernet Switch - Data Center Report showing record-breaking sales fueled by AI buildouts and a recovery...

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hedgehog-ai-network-connects-iot-sensors-robots-edgecomputing-ai-for-intelligent-industrial-automation

3 min read

Intelligent Industrial Automation with Hedgehog AI Networking

Intelligent Industrial Automation: Smarter, Faster, and More Cost-Effective Businesses in many different industries rely heavily on industrial...

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2 min read

Forbes: Qualcomm’s Boom Highlights AI Shift To The Edge

I encourage you to read industry observer Scott Raynovich's article about the AI Edge. This was a great read for me, and the article quotes my...

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