November 13, 2025ElectronicsOpen Access

A Software-Defined Networking-Based Computing-Aware Routing Path Selection Method

View Full Paper

Ask AI

Bookmark

Authors

Discussion

A novel algorithm improves packet loss rate in computing power networks, suggesting better resource integration.

The Computing-Aware Routing-Reinforcement Learning algorithm reduces packet loss rate effectively in cloud environments, achieving significant gains.
Comparative performance showed improvements in the average packet loss rate of 24.7% against existing routing methods like Q-Learning.
This approach employs a Markov Decision Process for adaptive routing decisions based on real-time network and computing status.
Integration of computing power and network resources may enhance efficiency, indicating a shift in routing paradigms for modern networks.

Lv et al. (2025) studied this question.

View Full Paper

Ask AI

Bookmark