Machine Learning and Future Directions

KR Makkena, A Gautam… - Data Science with …, 2023 - taylorfrancis.com
As a civilization, we gather so much data, however, we do so little efficiently with it. Super
stores gather data regarding customer transactions, provide financial accounts, and report …

Learning to Solve Decision Problems Over Two Timescales: An Application to 5G Puncturing

M Randall, G Belcredi, P Belzarena… - Wireless Personal …, 2023 - Springer
One of the biggest innovations on 5G and beyond is the support of three different services
with particular delay and bandwidth requirements, such as Massive Machine Type …

Multi-antenna-enabled technologies for IoT-driven smart cities

M Kothari, Z Mistry, A Kamat… - IoT and IoE Driven Smart …, 2021 - Springer
Abstract The Internet of Things (IoT) is a network of things or devices connected with each
other designed by embedding sensors, programs, software, network availability, and …

Analysis of network topology and deployment mode of 5G wireless access network

Z Liu, Z Zou - Computer Communications, 2020 - Elsevier
Aiming at the characteristics of high-density and random deployment of 5G cellular
networks, through efficient network-level deployment methods, the network can quickly and …

Learning based e2e energy efficient in joint radio and nfv resource allocation for 5g and beyond networks

N Gholipoor, A Nouruzi, S Salarhosseini… - arXiv preprint arXiv …, 2021 - arxiv.org
In this paper, we propose a joint radio and core resource allocation framework for NFV-
enabled networks. In the proposed system model, the goal is to maximize energy efficiency …

[HTML][HTML] Topology optimization of interactive visual communication networks based on the non-line-of-sight congestion control algorithm

B Liu, X Zhou - Complexity, 2020 - hindawi.com
In this paper, an in-depth study of interactive visual communication of network topology
through non-line-of-sight congestion control algorithms is conducted to address the real-time …

A Review on Video Sharing over Content Centric Networks

C Victoria Priscilla, AR Charulatha - Computer Networks, Big Data and IoT …, 2022 - Springer
The rise in wireless communication technologies has enabled the wireless mobile networks
to play a key role in various Internet applications like social networks, mobile sensing, video …

A quality-of-service scenario awareness for use-cases of open-source management and control system hub in edge computing

E Borcoci, MC Vochin - 2021 IEEE International Black Sea …, 2021 - ieeexplore.ieee.org
Open-Source MANO (OSM) is an ETSI-hosted project supporting the development of Open-
Source Network Function Virtualization (NFV) Management and Orchestration (MANO) …

PRAM: Penalized Resource Allocation Method for Video Services

F Nikoonezhad, M Ghanbari - IEEE Transactions on Multimedia, 2022 - ieeexplore.ieee.org
The human visual system response to picture quality degradation due to packet loss is very
different from the responses of objective quality measures. While video quality due to packet …

[PDF][PDF] 斷electronics

M Al Jameel, T Kanakis, S Turner, A Al-Sherbaz… - Intelligence …, 2022 - researchgate.net
Recently, video streaming services consumption has grown massively and is foreseen to
increase even more in the future. The tremendous traffic usage has negatively impacted the …