SMD数据集 出自论文:Robust Anomaly Detection for Multivariate Time Series through Stochastic RNN
SMD数据集(Server Machine Dataset)
相关链接:https://github.com/NetManAIOps/OmniAnomaly
出自论文:Robust Anomaly Detection for Multivariate Time Series through Stochastic RNN
Netman收集
5周数据(时间粒度是1min,数据中时间index省略)
28个不同的机器对应28个实体,每个实体有38维度的数据(每个维度都是机器的metric)
数据量=57246028=1411200
训练集和测试集=1:1,训练集无label,测试集有label
train: The former half part of the dataset.
machine-x-y.txt 其中x代表组,y是组里的index,每一个machine-x-y代表一个具体的机器即实体。
test: The latter half part of the dataset.
test_label: The label of the test set. It denotes whether a point is an anomaly.