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Latest Articles

mulcas.com - An Introduction to Intel Gaudi AI Accelerators

An Introduction to Intel Gaudi AI Accelerators

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Intel Gaudi AI accelerators are entering the enterprise AI computing space at a remarkable time of transformation. In a market dominated by established players, Intel is making significant strides with their purpose-built AI accelerators. Having researched and worked with various AI acceleration technologies, I've been watching Gaudi's evolution firsthand (working for Supermicro), and with particular interest.
Understanding Data Storage

Understanding Data Storage: File, Block, and Object in the Age of AI

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In today's digital landscape, data storage is more crucial than ever, especially with the rise of AI workloads, Generative AI (GenAI), and Large Language Models (LLMs). Whether you're an individual managing personal files, a business handling vast amounts of information, or an organization developing AI solutions, understanding different storage types can help you make informed decisions. 
mulcas.com - GPU Single Root vs Dual Root

Understanding Single Root and Dual Root GPU Server Configurations

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GPU-accelerated servers have revolutionized high-performance computing (HPC) and artificial intelligence/machine learning (AI/ML) applications. While various manufacturers offer GPU server configurations, two primary setups dominate the landscape: Single Root and Dual Root.
Elon Musk's Colossus- The Power and Cost of Advanced AI

Elon Musk's Colossus: The Power and Cost of Advanced AI

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Elon Musk's new AI company, xAI, has recently built a massive supercomputer in Memphis, Tennessee. Named Colossus, it's designed to push the boundaries of artificial intelligence, but it also comes with significant power requirements.