Unveiling the Hidden Challenges: Why GPUs Aren't as Optimized as You Think

Arc Compute
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GPU 101: Memory Hierarchy

Everything you need to know about GPU memory

Arc Compute

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.

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The Rise of Generative AI and the Strained Supply of NVIDIA H100 SXM5 GPUs

How ArcHPC can help optimize your current GPU infrastructure

Anton Allen & Erik Kimmerer

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.

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GPU Utilization & Total Cost of Infrastructure Ownership

How CTOs and HPC managers are increasing GPU utilization, lowering the TCO of their on-premise infrastructure

Anton Allen

March 2, 2023

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

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NVIDIA H100 PCIe vs. SXM5

Which GPU is right for your company?

Erik Kimmerer

February 27, 2023

With NVIDIA being the leading player in the GPU market, it’s challenging to determine which NVIDIA GPU server is suitable for your company. In this blog post, I will compare the PCIe and SXM5 form factors for NVIDIA H100 GPUs, the highest-performing GPUs currently available, and contrast performance and costs to help you make an informed decision.‍

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Addressing Utilization Issues with GPU Job Schedulers

How ArcHPC resolves them

Anton Allen

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.

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Upgrade Your Infrastructure with NVIDIA H100 Servers

4 GPUs
Borealis H100 SXM5 5U
Borealis H100 Server - 5U
Does Have Feature
4 x NVIDIA H100 (80GB) SXM5 GPUs
Does Have Feature
2 x Intel® Xeon® Platinum 8458P Processor
Does Have Feature
3-year Hardware Coverage
Does Have Feature
NVLink + NVSwitch GPU connectivity
Does Have Feature
2,048 GB of system memory
Does Have Feature
2 x 4 TB SSD
Starting at
$215,000
Learn More
8 GPUs
Borealis H100 SXM5 8U
Borealis H100 Server - 8U
Does Have Feature
8 x NVIDIA H100 (80GB) SXM5 GPUs
Does Have Feature
2 x Intel® Xeon® Platinum 8458P Processor
Does Have Feature
3-year Hardware Coverage
Does Have Feature
NVLink + NVSwitch GPU connectivity
Does Have Feature
2,048 GB of system memory
Does Have Feature
2 x 4 TB SSD
Starting at
$298,900
Learn More