| IoT | Internet of Things |
| NLP | Natural language processing |
| tf-idf | Term frequency-inverse document frequency |
| Word2vec | Word-to-vector |
| LogEvent2vec | LogEvent-to-vector |
| PCA | Principal component analysis |
| ICA | Independent component analysis |
| BGL | BlueGene/L |
| POP | Parallel log parser |
| PU Learning | Positive-unlabeled Learning |
| dLCE | Distributional lexical-contrast embedding model |
| LSTM | Long short-term memory |
| k-NN | k-nearest neighbor |
| SVM | Support vector machine |
| skip | Gram continuous skip-gram model |
| cbow | Continuous bag-of-words model |
| LLNL | Lawrence Livermore National Labs |
| AUC | Area under curve |
| ROC | Receiver operating characteristics |