Administration of CUDA

• Basic understanding of computer operations
• Familiarity with operating systems, preferably Linux or Windows
• Interest in learning about parallel computing and CUDA

Audience

• System administrators
• IT professionals

CUDA (Compute Unified Device Architecture) is a parallel computing platform and application programming interface model created by Nvidia.

This instructor-led, live training (online or onsite) is aimed at beginner-level system administrators and IT professionals who wish to install, configure, manage, and troubleshoot CUDA environments.

By the end of this training, participants will be able to:

• Understand the architecture, components, and capabilities of CUDA.
• Install and configure CUDA environments.
• Manage and optimize CUDA resources.
• Debug and troubleshoot common CUDA issues.

Format of the Course

• Interactive lecture and discussion.
• Lots of exercises and practice.
• Hands-on implementation in a live-lab environment.

Course Customization Options

• To request a customized training for this course, please contact us to arrange.

Introduction to CUDA

• Overview of CUDA technology and ecosystem
• Understanding CUDA versions and compatibility

Installing CUDA

• Pre-installation requirements
• Downloading and installing CUDA Toolkit
• Verifying the installation

Configuring CUDA Environment

• Setting up environment variables
• Configuring CUDA for multiple GPUs
• Managing CUDA libraries and paths

Managing CUDA Resources

• User access and permissions
• Allocating GPU resources
• CUDA resource monitoring tools

Performance Tuning and Optimization

• Profiling CUDA applications
• Tuning for maximum performance
• Best practices for optimization

CUDA Troubleshooting

• Common installation and configuration issues
• Debugging CUDA applications
• Resolving performance bottlenecks

Advanced Topics

• Updates and upgrades in CUDA
• Integrating CUDA with other applications
• Future trends in CUDA technology

Summary and Next Steps