Throughput and energy-efficient network slicing

B Matthiesen, O Aydin… - WSA 2018; 22nd …, 2018 - ieeexplore.ieee.org
… aware joint bandwidth and power allocation with the goal of maximizing TP and EE. Two
algorithms to characterize the Pareto-boundary based on the utility profile and scalarization …

Resource sharing efficiency in network slicing

C Marquez, M Gramaglia, M Fiore… - … on Network and …, 2019 - ieeexplore.ieee.org
… Jointly, these criteria represent a plausible strategy that aims at maximizing the performance
of network slicing. We remark that the resulting node deployment is static and does not …

Deep reinforcement learning-based network slicing for beyond 5G

K Suh, S Kim, Y Ahn, S Kim, H Ju, B Shim - IEEE Access, 2022 - ieeexplore.ieee.org
… In beyond 5G (B5G) systems, the main goal of network slicing is to assign the … network
slicing technique to find out the resource allocation policy maximizing the long-term throughput

Satisfying network slicing constraints via 5G MAC scheduling

S Mandelli, M Andrews, S Borst… - IEEE INFOCOM 2019 …, 2019 - ieeexplore.ieee.org
… algorithm achieves optimal overall throughput utility subject to the various slicing constraints.
• … We now show that the SMS algorithm as defined in (4) maximizes the overall throughput

Priority-based downlink wireless resource provisioning for radio access network slicing

AR Hossain, N Ansari - IEEE Transactions on Vehicular …, 2021 - ieeexplore.ieee.org
… between fairness as well as slice throughput maximization. It allocates resources to … BE
slice users but maximizes the slice throughput by provisioning the remnant resources to the slice

User-based quality of service aware multi-cell radio access network slicing

A Papa, A Jano, S Ayvaşık, O Ayan… - … on Network and …, 2021 - ieeexplore.ieee.org
… In that regard, we formulate the RAN slicing problem as a throughput maximization problem,
… to be efficient in terms of maximizing slices’ throughput and achieving slice isolation. In our …

AI-assisted network-slicing based next-generation wireless networks

X Shen, J Gao, W Wu, K Lyu, M Li… - IEEE Open Journal …, 2020 - ieeexplore.ieee.org
… , throughput, and so on. Such requirements pose new challenges to architecture design, …
problem as an optimization problem with the objective of maximizing network utility, while …

Constrained reinforcement learning for resource allocation in network slicing

Y Xu, Z Zhao, P Cheng, Z Chen, M Ding… - IEEE …, 2021 - ieeexplore.ieee.org
… In this letter, we consider a general DRL-based resource allocation problem in network
slicing, aiming to maximize the total throughput over the time horizon. It features a mixed action …

Coordinated 5G network slicing: How constructive interference can boost network throughput

S D'Oro, L Bonati, F Restuccia… - … on Networking, 2021 - ieeexplore.ieee.org
… As shown in (RSEP-QP), we aim at maximizing the number of linked RBs of the system …
RBs in a way that reduces interference and maximizes inter-slice isolation. On the other hand, …

Dynamic network slicing for multitenant heterogeneous cloud radio access networks

YL Lee, J Loo, TC Chuah… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
… 2) A network slicing problem is formulated to maximize the weighted network throughput of
the … network slicing process for achieving different throughput-fairness tradeoffs in multitenant …