Elastic adaptive network slicing scheme based on multi-priority cooperative prediction in Fi-Wi access network
With the development of information technology, optical access network gradually presents
the characteristics of multi-domain, multi-layer and multi-vendor. The network slicing …
the characteristics of multi-domain, multi-layer and multi-vendor. The network slicing …
LSTM-based DWBA prediction for tactile applications in optical access network
Historically, the optical access network (OAN) plays a crucial role of supporting emerging
new services such as 4 k, 8 k multimedia streaming, telesurgery, augmented reality (AR) …
new services such as 4 k, 8 k multimedia streaming, telesurgery, augmented reality (AR) …
Towards Virtualized Optical-Wireless Heterogeneous Networks
Z Vujicic, MC Santos, R Méndez, B Klaiqi… - IEEE …, 2024 - ieeexplore.ieee.org
Towards supporting a myriad of new services and applications under highly heterogeneous
operating conditions, while dynamically adapting to capacity and quality-of-service (QoS) …
operating conditions, while dynamically adapting to capacity and quality-of-service (QoS) …
Dynamic bandwidth allocation based on adaptive predictive for low latency communications in changing passive optical networks environment
B Cao, X Zheng, K Yuan, D Qin, Y Hong - Optical Fiber Technology, 2021 - Elsevier
The industry is considering redesigning the architecture of optical access networks (PONs)
to address the challenges of 5G developments. One of the major challenges is to achieve …
to address the challenges of 5G developments. One of the major challenges is to achieve …
[HTML][HTML] Experimental validation of an SDN residential network management proposal over a GPON testbed
We propose, and experimentally demonstrate, an SDN (Software Defined Networking) new
management solution for legacy GPONs (Gigabit Passive Optical Networks), which allows …
management solution for legacy GPONs (Gigabit Passive Optical Networks), which allows …
Reinforcement Learning-based Bandwidth Decision in Optical Access Networks: A Study of Exploration Strategy and Time with Confidence Guarantee
Reinforcement learning (RL) has recently emerged as a promising solution for intelligence
bandwidth decisions that reduce latency in optical access networks. Even though RL drives …
bandwidth decisions that reduce latency in optical access networks. Even though RL drives …
Trustworthy artificial intelligence classification-based equivalent bandwidth control
Nowadays, machine learning (ML) is a viable solution for the allocation of equivalent
bandwidth (EqB) in telecommunication networks, ie the minimum service rate required by a …
bandwidth (EqB) in telecommunication networks, ie the minimum service rate required by a …
RNN based EPON dynamic bandwidth allocation algorithm for complex network
J Yu, Y Fu, F Xiao, H Jia, P Qin, Z Zhao… - Journal of Optical …, 2024 - degruyter.com
In the development of ethernet passive optical networks (EPONs), quality of service (QoS)
support and fairness per optical network unit (ONU) are crucial issues. However, making an …
support and fairness per optical network unit (ONU) are crucial issues. However, making an …
Bin-packing-based online dynamic bandwidth and wavelength allocation algorithm in super-PON
Super passive optical network (Super-PON) is a next-generation Ethernet PON (NG-EPON)
candidate that is envisaged to provide high data rate and low latency. For NG-EPON, there …
candidate that is envisaged to provide high data rate and low latency. For NG-EPON, there …
Dynamic Bandwidth Allocation Using Linear Regression Model in IOT with Machine Learning Techniques
An improved dynamic bandwidth allocation (IDBA) technique is presented for optimal
bandwidth management provisioning in IoT devices. Although there are several application …
bandwidth management provisioning in IoT devices. Although there are several application …