An organization deploys a machine learning API to Azure App Service, which is a Platform as a Service (PaaS) offering. Under the Azure shared responsibility model, the organization is responsible for applying security updates and patches to the operating system hosting the API.
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Under the Azure shared responsibility model for Platform as a Service (PaaS) offerings like Azure App Service, the cloud provider (Microsoft) is responsible for operating system management, including installing updates and security patches. The customer is only responsible for the application code, data, and configurations.
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Shared Responsibility Model for Platform as a Service (PaaS)