A Framework for the Joint Placement of Edge Service Infrastructure and User Plane Functions for 5G

Sensors

Alejandro Santoyo-González¹  Irian Leyva-Pupo¹  Cristina Cervelló-Pastor¹ 

[1] Department of Network Engineering, Universitat Politècnica de Catalunya (UPC), 08860 Castelldefels, Spain;

关键词: 5G;    edge computing;    user plane function;    framework;    ILP;    optimization problem;   

DOI  :  10.3390/s19183975

来源: DOAJ

【 摘 要 】

Achieving less than 1 ms end-to-end communication latency, required for certain 5G services and use cases, is imposing severe technical challenges for the deployment of next-generation networks. To achieve such an ambitious goal, the service infrastructure and User Plane Function (UPF) placement at the network edge, is mandatory. However, this solution implies a substantial increase in deployment and operational costs. To cost-effectively solve this joint placement problem, this paper introduces a framework to jointly address the placement of edge nodes (ENs) and UPFs. Our framework proposal relies on Integer Linear Programming (ILP) and heuristic solutions. The main objective is to determine the ENs and UPFs’ optimal number and locations to minimize overall costs while satisfying the service requirements. To this aim, several parameters and factors are considered, such as capacity, latency, costs and site restrictions. The proposed solutions are evaluated based on different metrics and the obtained results showcase over $20\%$ cost savings for the service infrastructure deployment. Moreover, the gap between the UPF placement heuristic and the optimal solution is equal to only one UPF in the worst cases, and a computation time reduction of over $35\%$ is achieved in all the use cases studied.

【 授权许可】

Unknown