L‐RUBI: An efficient load‐based resource utilization algorithm for bi‐partite scatternet in wireless personal area networks

J Logeshwaran… - International Journal of …, 2023 - Wiley Online Library
Recently, much of the wireless personal area network (WPAN) research concerns network
protocols, scheduling, and security challenges but the major issue of resource utilization has …

[HTML][HTML] Non-technological barriers: the last frontier towards AI-powered intelligent optical networks

FN Khan - Nature Communications, 2024 - nature.com
Abstract Machine learning (ML) has been remarkably successful in transforming numerous
scientific and technological fields in recent years including computer vision, natural …

Survey on fair reinforcement learning: Theory and practice

P Gajane, A Saxena, M Tavakol, G Fletcher… - arXiv preprint arXiv …, 2022 - arxiv.org
Fairness-aware learning aims at satisfying various fairness constraints in addition to the
usual performance criteria via data-driven machine learning techniques. Most of the …

Dynamic slicing of multidimensional resources in DCI-EON with penalty-aware deep reinforcement learning

M Lian, Y Zhao, Y Li, A Nag… - Journal of Optical …, 2024 - ieeexplore.ieee.org
With the increasing demand for dynamic cloud computing services, data center
interconnections based on elastic optical networks (DCI-EON) require efficient allocation …

Physical Layer Service Fairness of 200-Gbps TDM-NOMA Coherent Passive Optical Networks Within Single Timeslot

Z Wei, J Zhang, W Li, C St-Arnault… - Journal of Lightwave …, 2024 - ieeexplore.ieee.org
As coverage increases or network topology becomes more complex, the optical path loss
difference between any two access points in tree-like passive optical networks (PON) is …

[HTML][HTML] Enhancing the anti-dispersion capability of the AO-OFDM system via a well-designed optical filter at the transmitter

K Lv, C Yu, H Liu, A Zhang, L Feng, X Sheng, Y Liu… - Photonics, 2023 - mdpi.com
This paper proposes a novel method to improve the anti-dispersion ability of the all-optical
orthogonal frequency division multiplexing (AO-OFDM) system. By replacing the Sinc …

Optimizing Network Performance and Power Consumption in Green Optical Networking: A Dual Algorithm Approach

M Swamidoss, D Samiayya, M Gunasekar - 2023 - researchsquare.com
Nowadays, there is an increasing need for advanced technological solutions due to
concerns about the energy crisis and environmental protection. In particular, there has been …

Dynamic Channel Allocation Scheme Based on Traffic Prediction in Dense Wireless Networks

K Sun, J Zhang, X Gao, W Huang… - IEEE Transactions …, 2024 - ieeexplore.ieee.org
If the future traffic of small base stations (SBSs) can be foreseen, we can systematically
adjust the system resources to meet the quality of service (QoS) of users and realize the …

RETRACTED ARTICLE: Resource allocation with fuzzy logic based network optimization and security analysis in optical communication network

HJ Rani, R Gupta, A Dadhich, S Gupta… - Optical and Quantum …, 2023 - Springer
Modern optical transport networks are extremely complicated systems that make managing
and distributing management information accurate and recognisable difficult. The complexity …

Node-Oriented Slice Reconfiguration Based on Spatial and Temporal Traffic Prediction in Metro Optical Networks

B Bao, H Yang, Q Yao, J Zhang… - … on Network and …, 2024 - ieeexplore.ieee.org
Given the spring-up of diverse new applications with different requirements in metro optical
networks, network slicing provides a virtual end-to-end resource connection with customized …