[Retracted] Intelligent Offloading Decision and Resource Allocations Schemes Based on RNN/DQN for Reliability Assurance in Software‐Defined Massive Machine …

S Math, P Tam, DY Kim, S Kim - Security and Communication …, 2022 - Wiley Online Library
The heterogeneous novelty applications present in the 5th generation (5G) era, including
machine‐type communication (mMTC), enhanced mobile broadband (eMBB) …

Towards enabling critical mMTC: A review of URLLC within mMTC

SR Pokhrel, J Ding, J Park, OS Park, J Choi - IEEE access, 2020 - ieeexplore.ieee.org
Massive machine-type communication (mMTC) and ultra-reliable and low-latency
communication (URLLC) are two key service types in the fifth-generation (5G) …

Towards a fully virtualized, cloudified, and slicing-aware RAN for 6G mobile networks

MA Habibi, B Han, M Nasimi, NP Kuruvatti… - 6G Mobile Wireless …, 2021 - Springer
The fifth generation (5G) system was marketed as a true enabler of latency-aware ultra-
reliable low latency communications (uRLLC), bandwidth-devouring enhanced mobile …

[PDF][PDF] Intelligent Resource Allocations for Software-Defined Mission-Critical IoT Services.

C Nam, S Math, P Tam, S Kim - Computers, Materials & Continua, 2022 - cdn.techscience.cn
Heterogeneous Internet of Things (IoT) applications generate a diversity of novelty
applications and services in next-generation networks (NGN), which is essential to …

Efficient ultra-reliable and low latency communications and massive machine-type communications in 5G new radio

SY Lien, SC Hung, DJ Deng… - GLOBECOM 2017-2017 …, 2017 - ieeexplore.ieee.org
Different from the International Mobile Telecommunications Advanced (IMT-Advanced)
system solely enhancing the transmission data rates regardless the variety of emerging …

Equilibrated and fast resources allocation for massive and diversified MTC services using multiagent deep reinforcement learning

L Tang, Y Du, Q Chen, Q Liu, J Li… - IEEE Internet of Things …, 2022 - ieeexplore.ieee.org
Massive and diversified machine type communication (MTC) service is one of the
development trends of MTC in Internet of Things (IoT). Meanwhile, realizing network …

Resilient and energy efficient du-cu-mec deployments for service oriented reliable next generation metro access network

H Li, K Assis, A Vafeas, S Yan… - 47th …, 2022 - research-information.bris.ac.uk
Virtualization architecture with split baseband functions has received much attention from
researchers and industries to provide a more flexible radio access network (RAN) to satisfy …

5G Ultrareliable and Low-Latency Communication in Vertical Domain Expansion

DA Milovanovic, ZS Bojkovic - Driving 5G Mobile Communications …, 2023 - taylorfrancis.com
5G wireless networks have fundamentally evolved from a connectivity-based network to an
intelligent service delivery platform. 5G advanced networks are becoming increasingly …

LRA-3C: Learning based resource allocation for communication-computing-caching systems

G Wang, L Wang, J Chuan, W Xie… - … on Internet of Things …, 2019 - ieeexplore.ieee.org
The diversified usage scenarios of 5G networks require to allocate communication-
computing-caching (3C) multidimensional resources efficiently according to different service …

Reinforcement learning based dynamic resource allocation for massive MTC in sliced mobile networks

B Yang, Y Xu, X She, J Zhu, F Wei… - 2022 IEEE 14th …, 2022 - ieeexplore.ieee.org
With the rapid development of the Internet of Things (IoT) systems, the low latency
requirement of massive Machine Type Communication (mMTC) in the IoT is an urgent …