Gigabit-Ethernet passive optical networks (Gigabit EPONs) are expected to be an attractive
solution for next-generation high speed access networks. Since the network topology of …

(57) ABSTRACT A dynamic upstream bandwidth allocation scheme is dis closed, ie, limited
sharing with traffic prediction (LSTP), to improve the bandwidth efficiency of upstream …

Low-Latency Federated Reinforcement Learning-Based Resource Allocation in Converged
Access Networks Page 1 W2A.28.pdf OFC 2020 © OSA 2020 Low-Latency Federated …

We propose a novel integer linear program formulation and low-complexity heuristics for
nonlinear impairment-aware routing and spectrum allocation in OOFDM-based elastic …

Broadband access networks using passive optical network (PON) technology can extend the
transmission distance and increase the transmission capacity of carrier networks. One PON …

Today, elastic optical networks (EONs) are required to accommodate traffic with different
service priorities. For example, mission‐critical applications such as industrial internet, smart …

Ethernet passive optical networks (EPONs) technology has emerged as a promising
candidate for next-generation broadband access networks. As this technology evolves, the …

We investigate periodically and dynamically reconfiguring elastic optical networks (EONs)
utilizing predictive bandwidth allocation models found by applying reinforcement learning …

Bandwidth allocation is one of the critical issues in Ethernet passive optical networks
(EPONs). To achieve good network performance and thus provide guaranteed network …

Ethernet Passive Optical Networks (EPON) is being considered as a promising solution for
the next generation broadband access networks. An open issue at the standard 802.3 ah is …