Results 271 to 280 of about 11,646,945 (327)

Toward Resilient Network Slicing for Satellite–Terrestrial Edge Computing IoT

IEEE Internet of Things Journal, 2023
Satellite–terrestrial edge computing networks (STECNs) emerged as a global solution to support multiple Internet of Things (IoT) applications in 6G networks.
H. H. Esmat, B. Lorenzo, Weisong Shi
semanticscholar   +1 more source

Consortium Blockchain-Based Spectrum Trading for Network Slicing in 5G RAN: A Multi-Agent Deep Reinforcement Learning Approach

IEEE Transactions on Mobile Computing, 2023
Network slicing (NS) is envisioned as an emerging paradigm for accommodating different virtual networks on a common physical infrastructure. Considering the integration of blockchain and NS, a secure decentralized spectrum trading platform can be ...
Gordon Owusu Boateng, Guolin Sun, Daniel Ayepah Mensah, D. M. Doe, Ruijie Ou, Guisong Liu   +5 more
semanticscholar   +1 more source

Intelligent-Slicing: An AI-Assisted Network Slicing Framework for 5G-and-Beyond Networks

IEEE Transactions on Network and Service Management, 2023
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 processing them to meet/address diverse key performance indicators (KPIs ...
A. Abdellatif, Amr Abo-eleneen, Amr Mohamed, Aiman M. Erbad, N. Navkar, M. Guizani   +5 more
semanticscholar   +1 more source

Dynamic Offloading in Mobile Edge Computing With Traffic-Aware Network Slicing and Adaptive TD3 Strategy

IEEE Communications Letters
Network slicing and computation offloading play a pivotal role in enabling edge service providers to handle dynamic service demands effectively. However, traffic fluctuations and resource diversity pose significant challenges, often constrained by static
Amin Mohajer, Javad Hajipour, Vicor C. M. Leung   +2 more
semanticscholar   +1 more source

A Graph Neural Network-Based Digital Twin for Network Slicing Management

IEEE Transactions on Industrial Informatics, 2022
Network slicing has emerged as a promising networking paradigm to provide resources tailored for Industry 4.0 and diverse services in 5G networks. However, the increased network complexity poses a huge challenge in network management due to virtualized ...
Haozhe Wang, Yulei Wu, G. Min, W. Miao
semanticscholar   +1 more source

Resource Allocation for Network Slicing in Open RAN: A Hierarchical Learning Approach

IEEE Transactions on Cognitive Communications and Networking
Network slicing technology and the Open Radio Access Network (O-RAN) architecture provide solutions for resource isolation and dynamic resource optimization in resource allocation models for heterogeneous services.
Kai Qiao, Hongchao Wang, Weiting Zhang, Dong Yang, Yuming Zhang, Ning Zhang   +5 more
semanticscholar   +1 more source

O-RAN-Enabled Intelligent Network Slicing to Meet Service-Level Agreement (SLA)

IEEE Transactions on Mobile Computing
Network slicing plays a critical role in enabling multiple virtualized and independent network services to be created on top of a common physical network infrastructure. In this paper, we introduce a deep reinforcement learning (DRL)-based radio resource
Jiongyu Dai, Lianjun Li, Ramin Safavinejad, Shadab Mahboob, Hao Chen, Vishnu V. Ratnam, Haining Wang, Jianzhong Zhang, Lingjia Liu   +8 more
semanticscholar   +1 more source

Deep Customized Network Slicing and Efficient Routing for IoT Applications in B5G-Enabled Edge Computing Networks

IEEE Internet of Things Journal
Beyond 5G-enabled edge computing networking (ECN) will further deploy computing and communication resources to the edge of the networks. Then, edge service demands for Internet of Things (IoT) applications are becoming more and more diverse, while the ...
Xingchi Chen, Bo Yi, Qing Li, Fa Zhu, Yingpu Nian, Achyut Shankar, Michele Nappi, Amr Tolba   +7 more
semanticscholar   +1 more source

Elastic Slicing in Programmable Networks

2021 IEEE 7th International Conference on Network Softwarization (NetSoft), 2021
The concept of network slicing enables operators to provision multiple virtual networks on top of a single (shared) physical infrastructure. Adding elasticity to slicing, i.e., the ability to on-demand provision/release dedicated network resources, improves resource utilization.
Turkovic, B. (author), Nijhuis, S.H. (author), Kuipers, F.A. (author)   +2 more
openaire   +3 more sources

Network Slicing-Based Learning Techniques for IoV in 5G and Beyond Networks

IEEE Communications Surveys and Tutorials
The effects of transport development on people’s lives are diverse, ranging from economy to tourism, health care, etc. Great progress has been made in this area, which has led to the emergence of the Internet of Vehicles (IoV) concept. The main objective
W. Hamdi, Chahrazed Ksouri, Hasan Bulut, Mohamed Mosbah   +3 more
semanticscholar   +1 more source