Superiority of Simplicity: A Lightweight Model for Network Device Workload Prediction
A2Log: Attentive Augmented Log Anomaly Detection | Proceedings of the 55th Hawaii International Conference on System Sciences (HICSS). 2022.
Artificial Intelligence for IT Operations (AIOPS) Workshop White Paper
A2Log: Attentive Augmented Log Anomaly Detection | Proceedings of the 55th Hawaii International Conference on System Sciences (HICSS). 2022.
LogLAB: Attention-Based Labeling of Log Data Anomalies via Weak Supervision
A2Log: Attentive Augmented Log Anomaly Detection | Proceedings of the 55th Hawaii International Conference on System Sciences (HICSS). 2022.
Bellamy: Reusing Performance Models for Distributed Dataflow Jobs Across Contexts
A2Log: Attentive Augmented Log Anomaly Detection | Proceedings of the 55th Hawaii International Conference on System Sciences (HICSS). 2022.
EdgePier: P2P-based Container Image Distribution in Edge Computing Environments
A2Log: Attentive Augmented Log Anomaly Detection | Proceedings of the 55th Hawaii International Conference on System Sciences (HICSS). 2022.
Daedalus: Self-Adaptive Horizontal Autoscaling for Resource Efficiency of Distributed Stream Processing Systems
A2Log: Attentive Augmented Log Anomaly Detection | Proceedings of the 55th Hawaii International Conference on System Sciences (HICSS). 2022.
Efficient Runtime Profiling for Black-box Machine Learning Services on Sensor Streams
A2Log: Attentive Augmented Log Anomaly Detection | Proceedings of the 55th Hawaii International Conference on System Sciences (HICSS). 2022.
Federated Learning for Autoencoder-based Condition Monitoring in the Industrial Internet of Things
A2Log: Attentive Augmented Log Anomaly Detection | Proceedings of the 55th Hawaii International Conference on System Sciences (HICSS). 2022.
PULL: Reactive Log Anomaly Detection Based On Iterative PU Learning
A2Log: Attentive Augmented Log Anomaly Detection | Proceedings of the 55th Hawaii International Conference on System Sciences (HICSS). 2022.
Evaluation of Data Enrichment Methods for Distributed Stream Processing Systems
A2Log: Attentive Augmented Log Anomaly Detection | Proceedings of the 55th Hawaii International Conference on System Sciences (HICSS). 2022.