A Survey on Intelligent Network Operations and Performance Optimization Based on Large Language Models

S Long, J Tan, B Mao, F Tang, Y Li… - … Surveys & Tutorials, 2025 - ieeexplore.ieee.org
As Large Language Models (LLMs) have achieved significant success in handling multi-
modal tasks such as text, images, videos, and sounds, particularly showcasing emergent …

Multipath scheduling for 5G networks: Evaluation and outlook

H Wu, G Caso, S Ferlin, Ö Alay… - IEEE Communications …, 2021 - ieeexplore.ieee.org
The fifth generation (5G) of cellular networks aims at providing very high data rates, ultra-
reliable low latency, and massive connection density. As one of the fundamental design …

[PDF][PDF] A review on link adaptation techniques for energy efficiency and QoS in IEEE802. 11 WLAN

ASM Anuar, WNW Muhamad, DM Ali… - Indonesian Journal of …, 2020 - academia.edu
Link adaptation is a technique that able to adapt modulation and coding scheme (MCS)
based on radio channel conditions. With the exponential increase on the wireless devices …

Falcon: Fast and accurate multipath scheduling using offline and online learning

H Wu, O Alay, A Brunstrom, G Caso, S Ferlin - arXiv preprint arXiv …, 2022 - arxiv.org
Multipath transport protocols enable the concurrent use of different network paths, benefiting
a fast and reliable data transmission. The scheduler of a multipath transport protocol …

A Q-learning-based Multipath Scheduler for Data Transmission Optimization in Heterogeneous Wireless Networks

TT Nguyen, MH Vu, P Le Nguyen… - 2023 IEEE 20th …, 2023 - ieeexplore.ieee.org
In the era of 5G and beyond, mobile devices usually can access several heterogeneous
wireless networks (eg, Wi-Fi and 5G). To simultaneously and efficiently utilize the accessible …

DeepSHARQ: hybrid error coding using deep learning

P Gil Pereira, K Vogelgesang, M Miodek… - Journal of Reliable …, 2023 - Springer
Cyber-physical systems operate under changing environments and on resource-constrained
devices. Communication in these environments must use hybrid error coding, as pure pro-or …

End-to-end Network requirements for 3GPP Voice over Wi-Fi (VoWiFi) service

M Luglio, C Roseti, F Zampognaro - IEEE Access, 2024 - ieeexplore.ieee.org
4G mobile networks were the first to allow packet-switched voice calls, supported by an
optional IP-based infrastructure called IP Multimedia Subsystem (IMS). These are part of the …

PriFi: Low-latency anonymity for organizational networks

L Barman, I Dacosta, M Zamani, E Zhai… - arXiv preprint arXiv …, 2017 - arxiv.org
Organizational networks are vulnerable to traffic-analysis attacks that enable adversaries to
infer sensitive information from the network traffic-even if encryption is used. Typical …

[PDF][PDF] QUIC over Satellite: Introduction and Performance Measurements

C Mogildea, J Deutschmann… - 25th Ka and …, 2019 - researchgate.net
Abstract Performance Enhancement Proxies and Split TCP are commonly deployed for
satellite Internet access in order to improve the performance of TCP. With QUIC and its …

SHARQ: Scheduled HARQ for Time-and Loss-Rate-Sensitive Networks

K Vogelgesang, PG Pereira… - 2023 IEEE 20th Consumer …, 2023 - ieeexplore.ieee.org
5G networks provide high reliability and low delay thanks to Hybrid Automatic Repeat
reQuest (HARQ). However, HARQ does not provide predictability for either reliability or …