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Everything GPU Infrastructure

Recent Posts

The $7 Trillion Reality Check: AI’s Battle is Concrete, Not Code

December 2, 2025

AI’s next frontier isn’t algorithms but infrastructure. This blog breaks down why over $7 trillion in data center investment will be required by 2030, the mounting constraints in power, cooling, land, and silicon, and why the real winners will be the ones who can scale physical compute, not just smarter models.

Becoming AI Native in High Frequency Trading: Why GPUs Are Now Essential

November 27, 2025

As AI native strategies reshape high frequency trading, GPUs are quickly becoming the core of modern trading infrastructure. This article explores why leading firms are moving beyond CPUs and FPGAs, how GPUs are unlocking new levels of speed and intelligence, and why the next generation of HFT will be defined by those who master both.

The Hidden Crisis in AI Right Now: Server Memory Is In Short Supply - Here’s How to Stay Ahead of It

November 28, 2025

AI infrastructure is hitting a bottleneck no one planned for: system memory is becoming the new scarcity driver. As DRAM prices surge and vendors push oversized configurations, many organizations are unknowingly overspending by tens of thousands of dollars per node. This article breaks down why the shortage is accelerating, what modern GPU servers actually require, and how teams can avoid the hidden cost traps shaping today’s H100, H200, and Blackwell deployments.

Aivres NVIDIA HGX B200 & B300 GPU Servers: Air and Liquid-Cooled Performance at Scale

October 31, 2025

Power your AI infrastructure with Aivres NVIDIA HGX B200 and B300 GPU Servers, available in air and liquid-cooled configurations. Designed for large-scale AI, LLM training, and HPC workloads, these systems deliver high performance, energy efficiency, and fast deployment through Arc Compute.

Liquid Cooling & Green AI Infrastructure: Designing Sustainable GPU Data Centers

October 16, 2025

As AI, HPC, and cloud workloads surge past the limits of traditional data center design, liquid cooling is no longer optional - it’s the new standard for performance and sustainability. This article explores why the industry is rapidly shifting toward direct-to-chip and immersion cooling, and how early adopters are gaining a decisive efficiency edge.

The Difference Between NVIDIA HGX B200, HGX B300, and GB300 NVL72

September 22, 2025

Explore the key differences between NVIDIA HGX B200, B300, and GB300 NVL72. Compare GPU memory, interconnect, and power to choose the right platform for scaling large language models, AI training, and inference workloads.

InfiniBand vs. Ethernet: Choosing the Right Network Fabric for AI Clusters

September 9, 2025

InfiniBand vs. Ethernet for AI clusters - discover which fabric delivers the best performance, scalability, and ROI for LLM training, HPC, and enterprise AI.

Cutting Costs and Latency in 4 Weeks: Inside a Trading Firm’s GPU Upgrade

August 13, 2025

When cloud costs and latency became a problem, Lynx Trading Technologies turned to Arc Compute for a fast, on-premise GPU solution. In just four weeks, they deployed an NVIDIA HGX B200 system that delivered faster execution, stable costs, and full control. Their story reflects a growing shift in trading toward owning infrastructure for better performance.

Should You Wait for NVIDIA B300 or Go with H200 or B200 Now?

July 31, 2025

Should you upgrade to NVIDIA H200, switch to B200, or wait for B300? Explore pricing, lead times, and performance comparisons to make the right GPU decision for your AI infrastructure.

5 GPU Infrastructure Challenges We Hear Every Week

June 25, 2025

Modern GPU infrastructure projects often stall due to long lead times, rising cloud costs, rapid team growth, and overwhelming system design choices. Based on real conversations, this blog outlines the top challenges AI and HPC teams face.

How to Harness L2 Cache Optimizations for NVIDIA GPUs

August 14, 2024

Are your GPUs delivering the maximum performance you need? Discover how ArcHPC is leveraging the latest advancements in NVIDIA's GPU architecture to unlock unprecedented speed and efficiency. From reducing latency to smarter task scheduling, learn how these optimizations can give you a competitive edge in high-performance computing.

AI in Healthcare: Enhanced Medical Practices for Improved Patient Care

April 19, 2024

As AI continues to evolve, its integration into healthcare systems worldwide is expected to drive significant improvements, marking a new era in medical care.

Inside NVIDIA's Blackwell Architecture

March 27, 2024

The unveiling of NVIDIA's Blackwell architecture at GTC 24 has excited the tech community. As pioneers in the field, we at Arc Compute are eager to explore this transformative technology and shed light on its profound implications for the future of computing.

Optimizing GPU Performance for Developing AI

March 12, 2024

This post explores the intricate balance between leveraging the power of GPUs and optimizing their use to ensure efficiency, sustainability, and cost-effectiveness.

Unveiling Considerations for GPU Maximization

November 21, 2023

Those working closely with GPUs understand that a fundamental challenge in harnessing them effectively is efficiently executing the complex interplay of threads while managing memory bandwidth.

Memory Hierarchy of GPUs

September 13, 2023

Memory hierarchies in GPUs are crucial for optimizing the performance of parallel computing tasks. These memory hierarchies consist of various types of memory with different characteristics to cater to the diverse requirements of GPU workloads.

The Truth Behind GPU Optimization

September 13, 2023

Learn why GPUs, while incredibly powerful, face hidden challenges that impact their optimization. From thread divergence to memory efficiency, explore the nuanced world of GPU computing and how these challenges are overcome in real-world applications.

Addressing the Strained Supply of NVIDIA H100 SXM5 GPUs

July 12, 2023

With the current boom in Generative AI, demand for enterprise graphics cards is at an all-time high, and NVIDIA is dominating the industry.

GPU Utilization & Total Cost of Infrastructure Ownership

March 2, 2023

One of the primary issues faced across industries is the under-utilization of computing resources, especially GPUs. 

NVIDIA H100, H200, B200 PCIe vs. SXM5

February 27, 2023

As AI models grow in size and complexity, choosing the proper GPU has become critical to scaling your infrastructure. In this post, we compare NVIDIA's H100, H200, and B200 GPUs—highlighting key differences in performance, pricing, and ideal use cases. Whether you're focused on inference, training, or building multi-GPU clusters, this guide will help you choose the right solution. We'll also cover how to access these GPUs through Arc Compute's hardware and cloud offerings.

Addressing Utilization Issues with GPU Job Schedulers

February 10, 2023

A GPU Job Scheduler is a tool that manages and schedules the allocation of GPUs in a cluster environment, although, they have drawbacks when it comes to maximizing utilization and performance.

Experience Better GPU Performance with ArcHPC

August 23, 2022

Learn how Arc's software suite, ArcHPC, increases GPU performance and utilization through exclusive configurations made possible thanks to Simultaneous Multi-Virtual GPU.

Explore Our High-Performance NVIDIA GPU Servers

NVIDIA HGX B300 NVL16 Baseboard

NVIDIA HGX B300 Servers

Build AI factories that train faster and serve smarter with the next generation of NVIDIA HGX™ systems, powered by Blackwell Ultra accelerators and fifth generation NVLink technology.

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NVIDIA HGX B200 Baseboard

NVIDIA HGX B200 Servers

Leverage the power of NVIDIA Blackwell GPUs for accelerated AI and HPC workloads, offering 15x faster inference and 12x lower energy consumption.

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NVIDIA RTX PRO 6000 Server Edition GPU

NVIDIA RTX PRO 6000 Servers

Unleash Blackwell architecture in your data center with RTX PRO 6000 Server Edition. Perfect for demanding AI visualization, digital twins, and 3D content creation workloads.

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NVIDIA HGX H200 Baseboard

NVIDIA HGX H200 Servers

Experience enhanced memory capacity and bandwidth over H100, ideal for large-scale AI model training.

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NVIDIA HGX H100 Baseboard

NVIDIA HGX H100 Servers

Optimize your infrastructure with NVIDIA's best-selling enterprise GPU, delivering unparalleled performance and scalability.

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