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High-Fidelity Cellular Network Control-Plane Traffic Generation Without Domain Knowledge by porilor342 is a document available to read on EtoBox.

What is High-Fidelity Cellular Network Control-Plane Traffic Generation Without Domain Knowledge about?

This document presents a novel approach for generating high-fidelity control-plane traffic for mobile core networks (MCN) using a transformer-based model called CPT-GPT, which does not require domain knowledge. The study highlights the limitations of existing methods, particularly those relying on generative adversarial networks (GANs), and demonstrates that CPT-GPT significantly improves fidelity in traffic generation while reducing the need for extensive domain-specific modeling. The evaluation shows that

Author

porilor342

Language

EN