Sergio Martinez Tagliafico

One Model to Find Them All Deep Learning for Multivariate Time-Series Anomaly Detection in Mobile Network Data

2023 · IEEE Transactions on Network and Service Management

Network monitoring data generally consists of hundreds of counters periodically collected in the form of time-series, resulting in a complex-to-analyze multivariate time-series (MTS) process. Traditional time-series anomaly detection methods target univariate time-series analysis, which makes …