front-end network
A network segment in AI clouds that manages user access and data exchange with backend resources, supporting multi-tenant environments.
The front-end network handles incoming and outgoing data between users and the backend infrastructure of an AI cloud or data center. It typically includes user interfaces, APIs, authentication systems, and data pipelines that process user requests and deliver results.
Front-end networks are designed for high availability, security, and performance, often supporting multiple tenants with virtual private cloud (VPC) technology for isolation.
Best practices include robust authentication, DDoS protection, and traffic monitoring to ensure secure and efficient access for all users and tenants.