Compute Requirements

The following table outlines the recommended server specifications for deploying the core components of the mlangles mlops platform. Each row specifies the operating system version, instance type, and storage configuration (both root and secondary volumes) required for the respective service. These specifications are optimized for stable performance, scalability, and efficient resource utilization across the platform’s frontend, backend, database, pipeline processing, and VPN access layers.

Server	OS Type	Instance Type	Root Volume	Secondary volume
Frontend	ubuntu22	t3a.large	8	10
Backend	ubuntu22	r5a.xlarge	15	50
Database	ubuntu22	M6a.large	10	-
Pipeline	ubuntu22	G5.12xlarge	25	200
openVPN	ubuntu24	t3a.micro	8	-