Optical network soft failure dataset

Network has 756 lightpaths. Training and test datasets have QoT parameter values for 900 and 300 time sample points, respectively, for each lightpath and each label, viz., no failure, ECL-, EDFA-, and NLI-related soft failures. Each time sample point has five features, namely, lightpath length (km), ECL operating current (mA), received optical power (dBm), OSNR (dB), and BER (dB).

该网络包含756条光通路(lightpaths)。训练数据集与测试数据集分别针对每条光通路与每类标签（即无故障、ECL-故障、EDFA-故障及NLI相关软故障），提供了900个与300个时间采样点的传输质量(QoT, Quality of Transmission)参数值。每个时间采样点包含五项特征，分别为光通路长度（km）、ECL工作电流（mA）、接收光功率（dBm）、光信噪比(OSNR, Optical Signal-to-Noise Ratio)（dB）与误比特率(BER, Bit Error Rate)（dB）。