Posts by Nowy Condro
Leveraging AMD AI Workbench to Scale LLM Inference for Optimal Resource Utilization
- 31 March 2026
Explore how autoscaling with AMD Inference Microservices (AIMs) and AMD AI Workbench can automatically scale your resources in response to shifting AI workload demand. AI inference can be computationally intensive, with resource requirements that vary depending on traffic e.g., the number of inference requests your workload receives at any given time. Autoscaling addresses this by scaling resources up during peak traffic to maintain performance, and scaling them back down during quieter periods to reduce cost and resource consumption.