DA-LSTM-VAE: Dual-Stage Attention-Based LSTM-VAE for KPI Anomaly Detection
Sign Up to like & getrecommendations! Published in 2022 at "Entropy"
DOI: 10.3390/e24111613
Abstract: To ensure the normal operation of the system, the enterprise’s operations engineer will monitor the system through the KPI (key performance indicator). For example, web page visits, server memory utilization, etc. KPI anomaly detection is… read more here.
Keywords: lstm vae; detection; stage; anomaly detection ... See more keywords
A Novel Hybrid Method for KPI Anomaly Detection Based on VAE and SVDD
Sign Up to like & getrecommendations! Published in 2021 at "Symmetry"
DOI: 10.3390/sym13112104
Abstract: Key performance indicator (KPI) anomaly detection is the underlying core technology in Artificial Intelligence for IT operations (AIOps). It has an important impact on subsequent anomaly location and root cause analysis. Variational auto-encoder (VAE) is… read more here.
Keywords: anomaly detection; method; detection; svdd ... See more keywords