This paper proposes a self-adaptive network bandwidth scheduling approach based on
improved random early detection (RED), which can be fully exploited in next generation …

In this paper we present and analyze the model for wavelength and bandwidth allocation in
hybrid TDM/WDM EPONs with full quality of service (QoS) support, called the dynamic …

We introduce a convenient notational framework for Dynamic Bandwidth Allocation (DBA)
algorithms in Ethernet Passive Optical Networks (EPONs) that uses the three principal axes …

The most important challenge in an Ethernet Passive Optical Network (EPON) is bandwidth
allocation. This is because it is a mandatory service to satisfy the end users' service level …

Passive optical networks are increasingly used for access to the Internet and it is important
to understand the performance of future long-reach, multi-channel variants. In this paper we …

In this invited talk, we will review our recent work on online reinforcement learning-based
dynamic bandwidth allocation (ORL-DBA) scheme that addresses concept drift in ML …

We establish a system model to analyze the stability of the predictor-based dynamic
bandwidth allocation (PDBA) scheme over Ethernet passive optical networks (EPONs). We …

Ethernet-based passive optical network (EPON) is considered as one of the most promising
solutions for the next generation broadband access network. Dynamic bandwidth allocation …

This article proposes a PRNN/ERLS-based predictive QoS-promoted dynamic bandwidth
allocation (PQ-DBA) scheme for upstream transmission in Ethernet passive optical network …

The integration of Ethernet passive optical networks (EPONs) and broadband wireless
access (BWA) networks, such as LTE and WiMAX, provides a promising solution for fixed …