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AI Cloud

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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modern banks split operations between private bunkers and hybrid cloud environments

9 min read

Hybrid AI Cloud Infrastructure for Banks and Financial Services

When I look back in my personal database of training data, I realize that I had some interesting OG exposure to artificial intelligence way back in...

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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 software connects GPUs through Supermicro SSE-C4632SB switches in Supermicro Rackscale solutions for AI cloud datacenters

2 min read

Fully Tested Supermicro Rack Scale Solutions with Hedgehog AI Network

AI cloud builders now have a complete solution for open AI infrastructure. Hedgehog now supports Supermicro switches, and Supermicro includes...

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The Networking Nerd asks is Hedgehog the network OS distro?

Hedgehog – The Network OS Distro?

Tom Hollingsworth the Networking Nerd asks, "Is Hedgehog the network OS distro?"

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