AI1 AI System Design and Deployment

This node encompasses the key concepts and practical knowledge required to design, organize, and operate AI systems on HPC platforms. It brings together architectural considerations, workflow coordination, fine-tuning strategies, and agent-based designs relevant to scalable AI deployment.

• Identify major architectural design choices and their impact on AI scalability in HPC environments.
• Describe how AI workflows are coordinated and executed across distributed computing systems.
• Explain the function and design of intelligent agents in HPC-based AI systems.
• Summarize techniques for fine-tuning AI models, considering performance and resource constraints.

• AI1.1 HPC AI Architectures
• AI1.2 AI Workflow Management
• AI1.3 Agents
• 5

Caution: All text is AI generated