Results 281 to 290 of about 11,646,945 (327)

Deep Q-Learning-Based Dynamic Network Slicing and Task Offloading in Edge Network

IEEE Transactions on Network and Service Management, 2023
Recently, Edge Computing (EC) has become a promising enabler to support emerging applications in 5G mobile networks by offloading compute-intensive tasks from devices to proximate EC servers.
Yao Chiang, Chih-Ho Hsu, Guan-Hao Chen, Hung-Yu Wei   +3 more
semanticscholar   +1 more source

AI Based Resource Management for 5G Network Slicing: History, Use Cases, and Research Directions

Concurrency and Computation
5G, 6G, and beyond networks promise to support vertical industrial services with strict QoS parameters, but the hardware‐based "one‐size‐fits‐all" model of legacy networks lacks the flexibility needed for diverse services.
Monika Dubey, Ashutosh Kumar Singh, Richa Mishra   +2 more
semanticscholar   +1 more source

Blockchain-Based Computing Resource Trading in Autonomous Multi-Access Edge Network Slicing: A Dueling Double Deep Q-Learning Approach

IEEE Transactions on Network and Service Management, 2023
We investigate the computing resource allocation in multi-access edge network slicing (NS) in the context of revenue and multi-access edge computing (MEC) resource management.
Thomas Kwantwi, Guolin Sun, N. Kuadey, Gerald Tietaa Maale, Guisong Liu   +4 more
semanticscholar   +1 more source

Network Slicing in 6G: An Authentication Framework for Unattended Terminals

IEEE Network, 2023
Compared to the 5G network, the future 6G network is a multi-scenario application network containing more unattended terminals. The network slicing technology inherited from 5G enables more service providers to offer the same services with differentiated
Zhe Ren, Xinghua Li, Qi Jiang, Yunwei Wang, Jianfeng Ma, Chunyu Miao   +5 more
semanticscholar   +1 more source

Network Slice Selection Function for Data Plane Slicing in a Mobile Network

2019 20th Asia-Pacific Network Operations and Management Symposium (APNOMS), 2019
Network Function Virtualization (VNF) is one of the main drivers for the next generation of mobile networks. It allows the creation of multiple and diverse functionalities over a single physical infrastructure thus fulfilling the main requirements for 5G mobile networks that focus on serving heterogeneous ecosystems.
Javier Jose Diaz Rivera, Talha Ahmed Khan, Asif Mehmood, Wang-Cheol Song   +3 more
openaire   +1 more source

ORANSlice: An Open Source 5G Network Slicing Platform for O-RAN

ACM/IEEE International Conference on Mobile Computing and Networking
Network slicing allows Telecom Operators (TOs) to support service provisioning with diverse Service Level Agreements (SLAs). The combination of network slicing and Open Radio Access Network (RAN) enables TOs to provide more customized network services ...
Hai Cheng, Salvatore D’oro, Rajeev Gangula, Sakthivel Velumani, Davide Villa, Leonardo Bonati, M. Polese, Gabriel E. Arrobo, Christian Maciocco, T. Melodia   +9 more
semanticscholar   +1 more source

Reinforcement Learning-Based Network Slicing Scheme for Optimized UE-QoS in Future Networks

IEEE Transactions on Network and Service Management
An end-to-end (E2E) network slicing (NS) scheme for heterogeneous network (HetNet) is proposed in which the number of slices and instances of various network functions (NFs) are optimized contingent on the number of users (UEs) and their quality of ...
Weiqi Liu, Mohammad Arif Hossain, Nirwan Ansari, Abbas Kiani, Tony Saboorian   +4 more
semanticscholar   +1 more source

Network Slicing in IEEE 802.11ah

2019 IEEE 18th International Symposium on Network Computing and Applications (NCA), 2019
Recently, Network Slicing in Radio Access Technologies (RATs) has been proposed as an approach to divide the wireless network infrastructure into isolated logical slices which are defined following their requirements and features in a service-driven way.
Pedro Paulo Libório, Chan-Tong Lam, Benjamin K. Ng, Daniel L. Guidoni, Marília Curado, Leandro A. Villas   +5 more
openaire   +1 more source

MEC Network Slicing: Stackelberg-Game-Based Slice Pricing and Resource Allocation With QoS Guarantee

IEEE Transactions on Network and Service Management
In multi-access edge computing (MEC) networks, network slicing enables the MEC network service provider (MEC-NSP) to provide customizable MEC services for user devices (UDs) with diverse QoS (Quality of Service) demands.
Wenhao Fan, Xuewei Li, Bihua Tang, Yi Su, Yuan’an Liu   +4 more
semanticscholar   +1 more source

Leveraging LLMs to eXplain DRL Decisions for Transparent 6G Network Slicing

IEEE Conference on Network Softwarization
The emergence of 6G networks heralds a transformative era in network slicing, facilitating tailored service delivery and optimal resource utilization.
Mazene Ameur, Bouziane Brik, Adlen Ksentini   +2 more
semanticscholar   +1 more source