Optimizing Data Loading for AI/ML Inference on Google Kubernetes Engine (GKE)
As artificial intelligence (AI) and machine learning (ML) models continue to advance, they demand increasingly large datasets and model files, especially during the inference phase. Loading these substantial models, along with their weights and necessary runtime environments, can introduce significant delays—sometimes even several minutes. These delays not only affect the scalability and responsiveness of applications … Read more