top of page
Search
Production-Ready AI Microservices on Azure Kubernetes Service (AKS): Autoscaling, Health Probes, Zero-Downtime Rolling Updates, and Azure Monitor Container Insights
As enterprise organizations scale their artificial intelligence initiatives, hosting AI inference workloads on Microsoft Azure requires transitioning from monolithic virtual machines and basic container wrappers to enterprise-grade container orchestration. While services such as Azure App Service or Azure Container Apps offer convenience for simple APIs, high-throughput production AI applications—operating custom models, strict Service Level Objectives (SLOs), specialized com
.jfif/v1/fill/w_320,h_320/file.jpg)
pratibha00
17 min read
Production-Ready AI Microservices on Google Kubernetes Engine (GKE): Autoscaling, Health Probes, Zero-Downtime Rolling Updates, and Enterprise Observability
Production-Ready AI Microservices on Google Kubernetes Engine (GKE): Autoscaling, Health Probes, Zero-Downtime Rolling Updates, and Enterprise Observability
pratibha00
17 min read
bottom of page