Results 151 to 160 of about 30,329 (268)

Balancing resource utilization and slice dissatisfaction through dynamic soft slicing for 6G wireless networks. [PDF]

Sci Rep
Sasan Z, Khorsandi S.
europepmc   +1 more source

Efficient Network Slicing with SDN and Heuristic Algorithm for Low Latency Services in 5G/B5G Networks. [PDF]

Sensors (Basel), 2023
Botez R, Pasca AG, Sferle AT, Ivanciu IA, Dobrota V.   +4 more
europepmc   +1 more source

High‐Fidelity Synthetic Data Replicates Clinical Prediction Performance in a Million‐Patient Diabetes Cohort

Advanced Science, EarlyView.
This study generates high‐fidelity synthetic longitudinal records for a million‐patient diabetes cohort, successfully replicating clinical predictive performance. However, deeper analysis reveals algorithmic biases and trajectory inconsistencies that escape standard quality metrics. These findings challenge current validation norms, demonstrating why a
Francisco Ortuño, Víctor M. de la Oliva Roque, Javier‐Ignacio Ramirez‐Lopez, David P. Kreil, Joaquín Dopazo, Carlos Loucera   +5 more
wiley   +1 more source

Cellular-free RAN slicing resource allocation algorithm based on multi-timescale collaboration

Tongxin xuebao
To address the issue of ensuring user quality of service in resource allocation for 6G cell-free radio access network slicing under dynamic service variations, a resource allocation algorithm based on multi-timescale collaborative optimization was ...
XIA Weiwei, WANG Boye, XIA Yaxing, MIAO Weiwei, WANG Dayang, JING Dongsheng, YAN Feng, SHEN Lianfeng   +7 more
doaj  

A Graph Convolutional Network-Based Fine-Grained Low-Latency Service Slicing Algorithm for 6G Networks. [PDF]

Sensors (Basel)
Ye Y, Zhang C, Wu C, Zhu X.
europepmc   +1 more source

Maternal Preconception Antibiotic Exposure Disrupts Microbial Succession: A Transgenerational Risk for Offspring Gut Mucosal Immaturity and Colitis Susceptibility

Advanced Science, EarlyView.
This study reveals that maternal antibiotic exposure prior to conception disrupts intergenerational gut microbial succession. By enhancing maternal‐offspring microbial transmission, altering microbial developmental trajectories and increasing selective pressures during community assembly, these disturbances lead to persistent gut mucosal immaturity and
Yuzhu Chen, Ruqiao Duan, Cunzheng Zhang, Gaonan Li, XiaoLin Ji, Qi Zhang, Fei Pei, Kun Wang, Liping Duan   +8 more
wiley   +1 more source

Mission-Critical Services in 4G/5G and Beyond: Standardization, Key Challenges, and Future Perspectives. [PDF]

Sensors (Basel)
Rastoceanu F, Grozea C, Enache M, Nelega R, Kovacs G, Puschita E.   +5 more
europepmc   +1 more source

Linearizing and Forecasting: A Reservoir Computing Route to Digital Twins of the Brain

Advanced Science, EarlyView.
A new approach uses simple neural networks to create digital twins of brain activity, capturing how different patterns unfold over time. The method generates and recovers key dynamics even from noisy data. When applied to fMRI, it predicts brain signals and reveals distinctive activity patterns across regions and individuals, opening possibilities for ...
Gabriele Di Antonio, Tommaso Gili, Andrea Gabrielli, Maurizio Mattia   +3 more
wiley   +1 more source

Cross-Layer Security for 5G/6G Network Slices: An SDN, NFV, and AI-Based Hybrid Framework. [PDF]

Sensors (Basel)
Allaw Z, Zein O, Ahmad AM.
europepmc   +1 more source

Programmable Data Plane Applications in 5G and Beyond Architectures: A Systematic Review. [PDF]

Sensors (Basel), 2023
Brito JA, Moreno JI, Contreras LM, Alvarez-Campana M, Blanco Caamaño M.   +4 more
europepmc   +1 more source