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Hedgehog AI Network outperforms NVIDIA Spectrum-X and untuned RoCEv2 in Semi Analysis NCCL testing

1 min read

Industry Leading AI Network Performance with Hedgehog

SemiAnalysis recently completed ClusterMAX testing on NVIDIA B200 GPU services offered by FarmGPU and RunPod. NCCL testing of their Hedgehog AI network showed industry leading performance. FarmGPU and RunPod offer better AI network performance than...

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6 min read

Enterprise AI Models: How Hardware Advances Are Reshaping the Self-Hosting Calculus

Cohere's recent $6.8 billion valuation signals something interesting about enterprise AI preferences, but not quite what you might expect. While...

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8 min read

The Optics Bottleneck: Why AI Clusters Are Stalling on Network Connectivity

Bottom Line Up Front: The supply chain crisis in high-speed ethernet transceivers has forced organizations building AI clusters into technical...

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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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wrappers on openAI will die when fall into the infrastructure fault line

3 min read

Srinivas Rao: 99% of AI Startups Will Be Dead by 2026 — Here’s Why

A good friend of mine from the way, way back - during our time building internet retail 1.0 and internet search 1.0 together - recently sent me a...

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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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nanog 94 data center operations ai network security

1 min read

Automate Data Center Network Operations with Kubernetes at NANOG 94

NANOG is the North American Network Operator's Group. It's a non-profit association where network operations professionals meet to share knowledge....

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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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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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