There has been a growing interconnection across the world owing to various multimedia
applications and services. Fixed wireless access (FWA) is an attractive wireless solution for …

Optical networks offer a wide range of benefits to the telecommunication sector worldwide
with their provision of higher bandwidth, which leads to faster data speed, longer …

This paper proposes a self-taught anomaly detection framework for optical networks. The
proposed framework makes use of a hybrid unsupervised and supervised machine learning …

With the emergence of new services, the complex optical network environment makes it
more difficult to predict network anomalies. This paper proposes a multi-index anomaly …

In traditional networks, the pre-routed packets are dropped during the link failure leading to
a huge data loss. Survivability techniques such as protection and restoration are available to …

The rapid increase of the internet users has resulted in significant growth of the online traffic,
hence, putting more demand on the network. This has led to a high prevalence of link …

As natural disasters (eg, earthquake, tsunami, hurricane, etc.) frequently threaten and
damage the widely-deployed telecom infrastructure, maintaining the connectivity …

We propose Machine Learning-based Monitoring Trail (mlm-trail) to monitor optical path
failures for large model training. Existing monitoring trail (m-trail) method can only localize …

Soft failure with lower optical signal-to-noise ratio (OSNR) might reduce the quality of the
supported services. When the soft failure is detected, the affected existing lightpaths are …

针对现有故障定位技术不能满足多节点故障定位的要求, 尤其当网络中存在大量故障节点时,
提出了一种基于主动探测的探测路径选择算法. 该算法主要包括用于故障检测的贪婪路径选择 …