This Recommendation specifies the requirements, architecture, and procedures for resource efficiency optimization for managing user plane function (UPF) in IMT-2020 networks and beyond. The specified architecture enables dynamic resource orchestration of containerized UPFs in distributed edge computing environments through monitoring, predictive analytics, and policy-driven control to enhance resource utilization while ensuring service stability and performance.