If your company leverages AI, ML, LLM, or graphics-intensive applications, you're likely facing significant challenges related to GPU resource management, high costs, and scarcity.  

Whatever be the environment, meeting the growing GPU needs requires careful planning and strategic resource allocation.

IBM Turbonomic enables businesses to seamlessly monitor and optimize GPU usage, ensuring workloads run efficiently across all environments. 

This report details how IBM Turbonomic can help:

• Prevent Performance Bottlenecks: Proactively manage GPU resources to avoid costly performance issues.
  
  
• Automate Resource Allocation: Save valuable time with automation, reducing manual interventions.
  
  
• Maximize Efficiency: Increase application-to-infrastructure density, reducing infrastructure waste and costs.