PMADS is a proactive microwave link anomaly detection system. It proactively predicts microwave link failures by anomaly detection to enable network operators to intervene and deal with imminent failures.
Feb 11, 2020
We present PMADS, a machine-learning-based proactive microwave link anomaly detection system that exploits both performance data and network topological ...
Feb 11, 2020 · This work proposes a Long Short-Term Memory-based feature fusion network (LSTM-FFN) to fuse and encode both homophy and structural ...
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Proactive microwave link anomaly detection in cellular data networks. L Pan, J Zhang, PPC Lee, M Kalander, J Ye, P Wang. Computer Networks 167, 106969, 2020.
Microwave links are widely used in cellular networks for large-scale data transmission. From the network operators' perspective, it is critical to quickly and ...
Ye, and P. Wang, “Proactive microwave link anomaly detection in cellular data networks,” Computer. Networks, vol. 167, p. 106969, 2020 ...
This paper addresses the problem of automatic network traffic anomaly detection and classification using Machine Learning (ML) based techniques, ...
Aug 19, 2023 · In this paper, we propose an Anomaly Aware Network Embedding (AANE) framework by simultaneously learning node embedding and detecting anomalous links in a ...
4 days ago · We show that our approach performs on par with the state of the art for anomaly detection, while enabling anomaly characterization by location, ...
Anomaly detection enables network administrators to not only to proactively identify and alleviate the immediate issues in the network, but also initiate long ...
Missing: microwave cellular