| ADF-test | Augmented Dickey–Fuller test |
| AI | Artificial Intelligence |
| AIOps | AI for IT operations |
| APM | Application Performance Monitoring |
| ARMA model | Auto Regressive Moving Average model |
| ARIMA model | Auto Regressive Integrated Moving Average model |
| CH-test | Canova-Hansen test |
| CPU | Central Processing Unit |
| DF-test | Dickey-Fuller test |
| DL4J | Deep Learning For Java |
| GPU | Graphical Processing Unit |
| HEGY-test | Hylleberg-Engle-Granger-Yoo test |
| IT | Information Technologies |
| KPSS-test | Kwiatkowski-Phillips-Schmidt-Shin test |
| LB | Lower Bound |
| LOESS | Locally Estimated Scatterplot Smoothing |
| LSTM network | Long Short Term Memory network |
| ML | Machine Learning |
| MLP network | Multi Layer Perceptron network |
| NN | Neural Network |
| OCSB-test | Osborn–Chui-Smith-Birchenhall test |
| OLS | Ordinary Least Squares |
| PDM-test/method | Phase Dispersion Minimization test/method |
| RCA | Root Cause Analysis |
| RMSRE | Root Mean Square Relative Error |
| SaaS | Software as a Service |
| SARIMA model | Seasonal ARIMA model |
| STL decomposition | Seasonal and Trend decomposition using Loess |
| UB | Upper Bound |
| UI | User Interface |