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AI Cloud

13 min read

Kubernetes for AI Workloads: When Perfect Scheduling Meets Imperfect Networks

Picture of Art Fewell Art Fewell: Jun 12, 2025 10:29:17 AM

Picture this: your organization just invested $100 million in the world's most sophisticated Kubernetes scheduler. It's running NVIDIA's latest KAI...

AI Network AI Edge AI Cloud AI Inference AI Training AI Fine-tuning
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14 min read

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

Picture of Art Fewell Art Fewell: May 26, 2025 12:43:30 PM

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

AI Network AI Edge GPU network AI Cloud AI Inference AI Training Artificial Intelligence 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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Hedgehog at NVIDIA GTC 2025

8 min read

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

Picture of Art Fewell Art Fewell: Mar 19, 2025 2:15:29 AM

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,...

AI Edge AI Cloud AI Inference AI Fine-tuning
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3 min read

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

Marc Austin: Mar 10, 2025 4:21:39 PM

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

data center ethernet AI Network AI Edge GPU network AI Cloud GPU cloud 400GbE AI Inference AI Training Artificial Intelligence AI Fine-tuning
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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

Marc Austin: Jun 3, 2024 3:06:35 PM

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

AI Network Supermicro GPU network AI Cloud SSE-C4632SB GPU cloud Rack Scale SuperCluster 100G front-end AI network 400G back-end AI network SSE-T8032S Broadcom Tomahawk 4 Broadcom Trident3-X7
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