Lions, Koalas, & GPUs: Optimizing AI Inference

Imagine your AI infrastructure is a zoo. You wouldn't feed a lion lettuce, so why are you treating all your AI inference requests the same? 🦁🍃 Traditional load balancers treat every request the same, leading to wasted meals, long waits, and overloaded GPUs. In this video, we explore how Google Cloud’s GKE Inference Gateway acts as the smart zookeeper for your AI models. In this video: Why traditional load balancing fails for AI/LLM workloads. The high cost of GPU underutilization. Solution: How GKE Inference Gateway optimizes routing and load balancing for specialized compute like (TPUs and GPUs).