Big Data-Analytics Articles

AI training vs. AI inference
Tech Explainer: What’s the difference between AI training and AI inference?
  • April 16, 2024
  • Author: KJ Jacoby

AI training and inference may be two sides of the same coin, but their compute needs can be quite different. 

Deep learning
Tech Explainer: What’s the difference between Machine Learning and Deep Learning? Part 2
  • August 28, 2023
  • Author: KJ Jacoby

In Part 1 of this 2-part Tech Explainer, we explored the difference between how machine learning and deep learning models are trained and deployed. Now, in Part 2, we’ll get deeper into deep learning to discover how this advanced form of AI is changing the way we work, learn and create.

Professional AI for brain tomography
A hospital’s diagnosis: Professional AI workloads require professional hardware
  • May 18, 2023
  • Author: Peter Krass

A Taiwanese hospital’s initial use of AI to interpret medical images with consumer graphics cards fell short. The prescription? Supermicro workstations powered by AMD components. 

AI Infrastructure
How to help your customers invest in AI infrastructure
  • April 24, 2023
  • Author: Peter Krass

The right AI infrastructure can help your customers turn data into actionable information. But building and scaling that infrastructure can be challenging. Find out why—and how you can make it easier. 

Research Roundup
Research Roundup: Cloud Infrastructure, 9 Trends for Tech Providers, Euro IT Spending, RPA
  • February 28, 2023
  • Author: Peter Krass

Check out the latest analysis and forecasts from top IT market researchers. 

The Student Cluster Competition at SC22
AMD and Supermicro Sponsor Two Fastest Linpack Scores at SC22’s Student Cluster Competition
  • December 7, 2022
  • Author: Scot Finnie

The Student Cluster Computing challenge made its 16th appearance at the SuperComputer 22 (SC22) event in Dallas. The two student teams that were running AMD EPYC™ CPUs and AMD Instinct™ GPUs were the two teams that aced the Linpack benchmark. That's the test used to determined the TOP500 supercomputers in the world.

Perspective: Don’t Back into Performance-Intensive Computing
  • December 5, 2022
  • Author: Scot Finnie

To compete in the marketplace, enterprises are increasingly employing performance-intensive tools and applications like machine learning, artificial intelligence, data-driven insights and automation to differentiate their products and services. In doing so, they may be unintentionally backing into performance-intensive computing because these technologies are computationally and/or data intensive.

Deep detail on 4th-Gen AMD EPYC-based wide range of servers
Supermicro H13 Servers Maximize Your High-Performance Data Center
  • November 18, 2022
  • Author:

The modern data center must be both highly performant and energy efficient. Massive amounts of data are generated at the edge and then analyzed in the data center.

Supermicro Debuts New H13 Server Solutions Using AMD’s 4th-Gen EPYC™ CPUs
  • November 16, 2022
  • Author: David Strom

Last week, Supermicro announced its new H13 A+ server solutions, featuring the latest fourth-generation AMD EPYC™ processors.

Image: Announcement: EPYC 9004 Series - Code named Genoa - Article Part 4 of 4
How the New EPYC CPUs Deliver System-on-Chip Electronics
  • November 15, 2022
  • Author: David Strom

CPU chipsets are not normally considered systems-on-chip (SoC) but the fourth generation of AMD EPYC processors incorporate numerous I/O functionality at a high level of integration.

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