Results 1 to 10 of about 869,088 (324)

A Profile-Aware Resource Allocation Framework for RAN Slicing in Cell-Free Massive MIMO Networks

IEEE Access
As wireless networks transition toward the 6G era, supporting strictly heterogeneous services such as eMBB, URLLC, and mMTC over a unified infrastructure becomes a fundamental challenge.
Ja-Eun Kim, Hye-Yoon Jeong, Ji-Woo Lee, Jo-Eun Han, Gyeong-Ho Lee, Myung-Sun Baek, Duck-Dong Hwang, Hyoung-Kyu Song   +7 more
doaj   +1 more source

Slice Instantiation for Resource Allocation in 5G RAN Slicing

Radio Access Network (RAN) slicing enables the coexistence of heterogeneous services with diverse Quality-of-Service (QoS) requirements over a shared physical infrastructure. However, efficient slice instantiation in virtualized RANs remains challenging due to the large and complex action space induced by interconnected slots, sub-slots, and redundant ...
openaire   +1 more source

Energy-Efficient and Accelerated Resource Allocation in O-RAN Slicing Using Deep Reinforcement Learning and Transfer Learning

Cybernetics and Information Technologies
Next Generation Wireless Networks (NGWNs) have two main components: Network Slicing and Open Radio Access Networks (O-RAN). NS is needed to handle various Quality of Services (QoS).
Heba Sherif, Eman Ahmed, A. Kotb
semanticscholar   +1 more source

A hybrid solution for 2-UAV RAN slicing

CoRR
It's possible to distribute the Internet to users via drones. However it is then necessary to place the drones according to the positions of the users. Moreover, the 5th Generation (5G) New Radio (NR) technology is designed to accommodate a wide range of applications and industries.
openaire   +2 more sources

HyRA: A Hybrid Resource Allocation Framework for RAN Slicing

CoRR
The advent of 5G and the emergence of 6G networks demand unprecedented flexibility and efficiency in Radio Access Network (RAN) resource management to satisfy diverse service-level agreements (SLAs). Existing RAN slicing frameworks predominantly rely on per-slice resource reservation, which ensures performance isolation but leads to inefficient ...
Mohammad Zangooei, Bo Sun 0004, Noura Limam, Raouf Boutaba   +3 more
openaire   +3 more sources

Empowering Beyond 5G Networks: An Experimental Assessment of Zero-Touch Management and Orchestration

IEEE Access
Effective zero-touch management and orchestration (ZSM&O) is crucial for scaling network slicing, particularly transitioning toward Beyond 5G (B5G) and 6G networks. This paper empirically validates the network slicing framework developed under the
Sergio Barrachina-Munoz, Farhad Rezazadeh, Luis Blanco, Slawomir Kuklinski, Engin Zeydan, Ashima Chawla, Lanfranco Zanzi, Francesco Devoti, Vasiliki Vlahodimitropoulou, Ioannis Chochliouros, Anne-Marie Bosneag, Sihem Cherrared, Luca Vettori, Josep Mangues-Bafalluy   +13 more
doaj   +1 more source

Joint Modeling of 5G Slicing Reliability and Frequency Regulation Revenue for Virtual Power Plants: A Stackelberg Game Approach. [PDF]

Sensors (Basel)
Jin X, Zhu M, Liu P, Liu X, Jiang S.
europepmc   +1 more source

Motion perception and eye movements predict reading readiness: Evidence from pre-readers in an action video game task. [PDF]

iScience
Chamani N, Rima S, Schmid MC.
europepmc   +1 more source

EASE-6G: An Energy-Aware SDN Framework with Proactive Slicing and DL-Based Overhead Mitigation for Scalable IoT Networks. [PDF]

Sensors (Basel)
Albeladi M, Jambi K, Eassa FE, Khemakhem M.   +3 more
europepmc   +1 more source

Intelligent Congestion Control in the Internet of Vehicles Employing Network Slicing in 5G Architecture. [PDF]

Sensors (Basel)
Ahmad AW, Gul RS, Derawi M.
europepmc   +1 more source