Reinforcement Learning for Intelligent Healthcare Systems: A Review of Challenges, Applications, and Open Research Issues
The rise of chronic disease patients and the pandemic pose immediate threats to healthcare
expenditure and mortality rates. This calls for transforming healthcare systems away from …
expenditure and mortality rates. This calls for transforming healthcare systems away from …
Intelligent-slicing: an AI-assisted network slicing framework for 5G-and-Beyond networks
AA Abdellatif, A Abo-Eleneen… - … on Network and …, 2023 - ieeexplore.ieee.org
5G-and-beyond networks are designed to fulfill the communication and computation
requirements of various industries, which requires not only transporting the data, but also …
requirements of various industries, which requires not only transporting the data, but also …
Assessment of security KPIs for 5G network slices for special groups of subscribers
It is clear that 5G networks have already become integral to our present. However, a
significant issue lies in the fact that current 5G communication systems are incapable of fully …
significant issue lies in the fact that current 5G communication systems are incapable of fully …
Management and Evaluation of the Performance of end-to-end 5G Inter/Intra Slicing using Machine Learning in a Sustainable Environment
NA Mohammedali, T Kanakis, A Al-Sherbaz… - … Software and Systems, 2023 - hrcak.srce.hr
Sažetak The 3G Partnership Project (3GPP) defined network slicing as a set of resources
that could be scaled up and down to cover users' requirements. Machine learning and …
that could be scaled up and down to cover users' requirements. Machine learning and …
ECP: Error-Aware, Cost-Effective and Proactive Network Slicing Framework
AE Aboeleneen, AA Abdellatif… - IEEE Open Journal …, 2024 - ieeexplore.ieee.org
Recent advancements in Software Defined Networks (SDN), Open Radio Access Network
(O-RAN), and 5G technology have significantly expanded the capabilities of wireless …
(O-RAN), and 5G technology have significantly expanded the capabilities of wireless …
Inter-slice B5G Bandwidth Resource Allocation
The Beyond 5G (B5G) networks vision afford wireless access to a vertical market with
varying Quality of Service (QoS) requirements. Network Slicing (NS) is one of the key …
varying Quality of Service (QoS) requirements. Network Slicing (NS) is one of the key …
Optimized Resource and Deep Learning Model Allocation in O-RAN Architecture
In the era of 5G and beyond, telecommunication networks tend to move Radio Access
Network (RAN) from centralized architecture to a more distributed architecture for greater …
Network (RAN) from centralized architecture to a more distributed architecture for greater …
DRL-APNS: A Deep Reinforcement Learning-Powered Framework for Accurate Predictive Network Slicing Allocation
A Abo-eleneen, AA Abdellatif, A Erbad… - 2024 IEEE 21st …, 2024 - ieeexplore.ieee.org
Wireless networks have undergone significant advancements with the rapid progress in
Software Defined Networks (SDN), Open RAN (O-RAN) and 5G technology. Among the most …
Software Defined Networks (SDN), Open RAN (O-RAN) and 5G technology. Among the most …
Multi-round Double Auction Based Resource Allocation for Network Slicing in Smart Grids
Y Xin, W Xia, J Wu, X Chen, F Yan… - … Conference on Wireless …, 2023 - ieeexplore.ieee.org
Network slicing can provide customized services for diverse power end-users (PEUs) that
have different QoS requirements in smart grids. Resource allocation has an important and …
have different QoS requirements in smart grids. Resource allocation has an important and …
Performance Evaluation of QoS in Dynamic Ran Slicing of 5G Network Check for updates
PP Hegde, L Shahapur, BA Kushal… - … in Computing and …, 2023 - books.google.com
Access to the Internet is growing exponentially due to its ease of usability, flexibility, and
lowering data plans. The diverse network service requirements encourage mobile operators …
lowering data plans. The diverse network service requirements encourage mobile operators …