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Multi-GPU Systems and GPU Clusters (NVLink, UALink, InfiniBand) Essentials
The "Multi-GPU Systems and GPU Clusters (NVLink, UALink, InfiniBand) Essentials" course explores how modern workloads are distributed across GPU clusters. Learn interconnect technologies, memory coherence strategies, and performance scaling techniques. With large GPU clusters used in national defense, AI, and finance, they become high-value cyber targets. The course details how attackers exploit weak cluster configurations and how to design fault-tolerant, cyber-secure GPU infrastructure using encrypted transport layers and access controls. Gain the skills to scale safely and securely.
Course Overview
Overall Proficiency Level
2 - Intermediate
Course Catalog Number
T101
Course Prerequisites
None
Training Purpose
Functional Development
Management Development
Specific Audience
All
Delivery Method
Online, Instructor-Led
Learning Objectives
- Multi-GPU Systems and GPU Clusters (NVLink, UALink, InfiniBand) Essentials
- Understand the architectures and benefits of multi-GPU systems and clusters.
- Learn about high-speed interconnect technologies like NVLink, UALink, and InfiniBand.
- Explore how to program and manage applications across multiple GPUs.
- Identify the use cases for multi-GPU systems in high-performance computing.
- Appreciate how the increased computational power of multi-GPU systems can be leveraged in cybersecurity for advanced threat analysis and simulation.
Framework Connections
The materials within this course focus on the NICE Framework Task, Knowledge, and Skill statements identified within the indicated NICE Framework component(s):
Competency Areas
Feedback
If you would like to provide feedback on this course, please e-mail the NICCS team at NICCS@mail.cisa.dhs.gov. Please keep in mind that NICCS does not own this course or accept payment for course entry. If you have questions related to the details of this course, such as cost, prerequisites, how to register, etc., please contact the course training provider directly. You can find course training provider contact information by following the link that says “Visit course page for more information...” on this page.
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