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Machine Learning

9 min read

AI Training vs. Inference: Designing Networks for Real-World AI Workloads

Picture of Art Fewell Art Fewell: Apr 23, 2025 5:26:27 PM

The same AI model can require significant differences in infrastructure depending on whether you're training it or running it. Here's why your...

AI Network AI Inference AI Training Machine Learning AI Fine-tuning
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11 min read

Why Traditional Networks Fail AI Workloads

Picture of Art Fewell Art Fewell: Apr 2, 2025 12:07:29 PM

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

H100 ethernet AI Network AI Edge GPU network AI Cloud GPU cloud software defined networking network automation 100G front-end AI network 400G back-end AI network AI-RAN AI Inference AI Training Artificial Intelligence Machine Learning AI Fine-tuning
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9 min read

The AI Networking Revolution: Dawn of a New Epoch

Picture of Art Fewell Art Fewell: Mar 14, 2025 10:00:54 AM

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...

AI Network GPU network 100G front-end AI network 400G back-end AI network OSS AI Inference AI Training Artificial Intelligence Machine Learning AI Fine-tuning
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3 min read

Intelligent Industrial Automation with Hedgehog AI Networking

Marc Austin: Mar 10, 2025 4:21:25 PM

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

AI Network AI Edge AI Inference Industrial Automation IoT Robotics Artificial Intelligence Machine Learning
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