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GPU network

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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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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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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9 min read

The AI Networking Revolution: Dawn of a New Epoch

When we look back at the history of networking, it's clear that the industry moves in distinct epochs. These technological eras aren't merely defined...

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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-speeds-up-ai-response-time

6 min read

Speed Matters: What DeepSeek Means for Enterprise AI Inference

DeepSeek AI drives lower-cost AI inference for enterprise customers DeepSeek AI proved that optimized reinforcement learning and mixture-of-experts...

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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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