GPU & AI Infrastructure Articles

Dedicated GPU clusters for AI and machine learning: LLM training and inference, GPU selection and benchmarking, GPU colocation, and cost control versus hyperscaler GPU pricing. Articles cover LLM fine-tuning on dedicated clusters, NVIDIA Blackwell architecture, running machine learning pipelines, GPU-powered video encoding, and how dedicated GPUs compare with cloud GPU rentals and hyperscaler offerings.

March 23, 2026

Comparison diagram of bare metal servers and virtual machines on MarQi Cloud, showing when dedicated physical hardware beats a hypervisor and when it does not.

Published by MarQi Cloud on March 23, 2026

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GPU & AI Infrastructure

Articles in this topic

The Essential Guide to AI Infrastructure for Defense Contractors

The Essential Guide to AI Infrastructure for Defense Contractors As the defense industry evolves, the integration of artificial intelligence (AI) is becoming increasingly critical for enhancing […]

March 23, 2026

Diagram of the MarQi Cloud platform: KVM compute orchestrated by Apache CloudStack, Ceph triple-replicated storage, tier-1 and private network connectivity, all in the Zone1 data center in Alpharetta, Georgia with 24/7 engineer operations.

Published by MarQi Cloud on March 23, 2026

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How to Optimize GPU Performance in Atlanta: A Comprehensive Guide

How to Optimize GPU Performance in Atlanta: A Comprehensive Guide In the vibrant tech landscape of Atlanta, optimizing GPU performance is crucial for businesses and developers […]

March 22, 2026

Diagram of the MarQi Cloud dedicated GPU cluster architecture for AI and machine learning: dedicated GPU nodes, low-latency private fabric, NVMe dataset tier, snapshots and zero egress fees.

Published by MarQi Cloud on March 22, 2026

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GPU & AI Infrastructure

Maximizing Performance: GPU Hosting for Blockchain AI Projects

Maximizing Performance: GPU Hosting for Blockchain AI Projects In the ever-evolving landscape of technology, the convergence of blockchain and artificial intelligence (AI) presents exciting opportunities for […]

March 21, 2026

Published by MarQi Cloud on March 21, 2026

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GPU & AI Infrastructure

Why AI Workloads Need Liquid Cooling: The Future of Efficient Computing

Why AI Workloads Need Liquid Cooling: The Future of Efficient Computing As artificial intelligence (AI) technology continues to advance at an unprecedented rate, the demand for […]

March 21, 2026

Published by MarQi Cloud on March 21, 2026

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How to Choose the Right GPU Server in Georgia: A Comprehensive Guide

How to Choose the Right GPU Server in Georgia: A Comprehensive Guide Introduction Choosing the right GPU server can significantly impact your organization’s performance, especially if […]

March 21, 2026

Published by MarQi Cloud on March 21, 2026

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GPU & AI Infrastructure

Dedicated GPU vs Shared GPU: What’s Better for Your Business?

Dedicated GPU vs Shared GPU: What’s Better for Your Business? In today’s fast-paced digital world, choosing the right computing resources can significantly impact your business’s performance. […]

March 20, 2026

Diagram of five reasons startups rent GPU servers: faster data processing, no large hardware investment, access to current-generation hardware, scalability with demand, and keeping focus on the core business.

Published by MarQi Cloud on March 20, 2026

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Unlocking Potential: GPU Server Hosting for Startups in the Southeast

Unlocking Potential: GPU Server Hosting for Startups in the Southeast In the rapidly evolving tech landscape, startups in the Southeast are facing unique challenges and opportunities. […]

March 19, 2026

Diagram of MarQi Cloud private connectivity options: public tier-1 transit, WireGuard encrypted site-to-site overlay, and dedicated private circuits with BGP peering into Zone1.

Published by MarQi Cloud on March 19, 2026

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Cost-Optimized AI Infrastructure in Georgia: Unlocking Potential with MarQi Cloud

Cost-Optimized AI Infrastructure in Georgia: Unlocking Potential with MarQi Cloud Introduction As artificial intelligence (AI) continues to evolve, businesses across Georgia are seeking ways to implement […]

March 19, 2026

Diagram of MarQi Cloud hybrid cloud architecture: on-premises servers connected through WireGuard tunnels and private BGP circuits to the Zone1 Alpharetta data center running Apache CloudStack on KVM with Ceph storage.

Published by MarQi Cloud on March 19, 2026

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How Atlanta Data Centers Improve AI Inference Speed

How Atlanta Data Centers Improve AI Inference Speed In the rapidly evolving world of artificial intelligence (AI), the speed of inference—the process where an AI model […]