Open Multi-Access Network Platform with Dynamic Task Offloading and Intelligent Resource Monitoring

TL;DR

This paper presents an open multi-access network platform with intelligent resource monitoring and dynamic task offloading, improving real-time response and network traffic management through experimental validation.

Contribution

It introduces a novel open-source platform integrating flexible network management with application-driven dynamic task offloading and intelligent resource monitoring.

Findings

Reduced real-time task response time

Lowered network traffic over metro and core networks

Validated effectiveness through experimental evaluation

Abstract

We constructed an open multi-access network platform using open-source hardware and software. The open multi-access network platform is characterized by the flexible utilization of network functions, integral management and control of wired and wireless access networks, zero-touch provisioning, intelligent resource monitoring, and dynamic task offloading. We also propose an application-driven dynamic task offloading that utilizes intelligent resource monitoring to ensure effective task processing in edge and cloud servers. For this purpose, we developed a mobile application and server applications for the open multi-access network platform. To investigate the feasibility and availability of our developed platform, we experimentally and analytically evaluated the effectiveness of application-driven dynamic task offloading and intelligent resource monitoring. The experimental results demonstrated that application-driven dynamic task offloading could reduce real-time task response time and traffic over metro and core networks.