| Evaluating machine learning algorithms for anomaly detection in clouds A Gulenko, M Wallschläger, F Schmidt, O Kao, F Liu 2016 IEEE International Conference on Big Data (Big Data), 2716-2721, 2016 | 67 | 2016 |
| Detecting anomalous behavior of black-box services modeled with distance-based online clustering A Gulenko, F Schmidt, A Acker, M Wallschläger, O Kao, F Liu 2018 IEEE 11th International Conference on Cloud Computing (CLOUD), 912-915, 2018 | 41 | 2018 |
| A system architecture for real-time anomaly detection in large-scale nfv systems A Gulenko, M Wallschläger, F Schmidt, O Kao, F Liu Procedia Computer Science 94, 491-496, 2016 | 41 | 2016 |
| A practical implementation of in-band network telemetry in open vswitch A Gulenko, M Wallschläger, O Kao 2018 IEEE 7th International Conference on Cloud Networking (CloudNet), 1-4, 2018 | 33 | 2018 |
| Unsupervised anomaly event detection for cloud monitoring using online arima F Schmidt, F Suri-Payer, A Gulenko, M Wallschläger, A Acker, O Kao 2018 IEEE/ACM International Conference on Utility and Cloud Computing …, 2018 | 31 | 2018 |
| Iftm-unsupervised anomaly detection for virtualized network function services F Schmidt, A Gulenko, M Wallschläger, A Acker, V Hennig, F Liu, O Kao 2018 IEEE International Conference on Web Services (ICWS), 187-194, 2018 | 30 | 2018 |
| Towards aiops in edge computing environments S Becker, F Schmidt, A Gulenko, A Acker, O Kao 2020 IEEE International Conference on Big Data (Big Data), 3470-3475, 2020 | 28 | 2020 |
| Unsupervised anomaly event detection for vnf service monitoring using multivariate online arima F Schmidt, F Suri-Payer, A Gulenko, M Wallschläger, A Acker, O Kao 2018 IEEE International conference on cloud computing technology and science …, 2018 | 18 | 2018 |
| Ai-governance and levels of automation for aiops-supported system administration A Gulenko, A Acker, O Kao, F Liu 2020 29th International Conference on Computer Communications and Networks …, 2020 | 17 | 2020 |
| Automated anomaly detection in virtualized services using deep packet inspection M Wallschläger, A Gulenko, F Schmidt, O Kao, F Liu Procedia Computer Science 110, 510-515, 2017 | 14 | 2017 |
| Unsupervised anomaly alerting for iot-gateway monitoring using adaptive thresholds and half-space trees R Wetzig, A Gulenko, F Schmidt 2019 Sixth International Conference on Internet of Things: Systems …, 2019 | 11 | 2019 |
| High available deployment of cloud-based virtualized network functions SH Makhsous, A Gulenko, O Kao, F Liu 2016 International Conference on High Performance Computing & Simulation …, 2016 | 9 | 2016 |
| Bitflow: An in situ stream processing framework A Gulenko, A Acker, F Schmidt, S Becker, O Kao 2020 IEEE International Conference on Autonomic Computing and Self …, 2020 | 7 | 2020 |
| Online density grid pattern analysis to classify anomalies in cloud and nfv systems A Acker, F Schmidt, A Gulenko, O Kao 2018 IEEE International Conference on Cloud Computing Technology and Science …, 2018 | 7 | 2018 |
| Language-independent storage strategies for tracing-JIT-based virtual machines T Pape, T Felgentreff, R Hirschfeld, A Gulenko, CF Bolz Proceedings of the 11th Symposium on Dynamic Languages, 104-113, 2015 | 7 | 2015 |
| Anomaly detection for black box services in edge clouds using packet size distribution M Wallschläger, A Gulenko, F Schmidt, A Acker, O Kao 2018 IEEE 7th International Conference on Cloud Networking (CloudNet), 1-6, 2018 | 6 | 2018 |
| Orca: A single-language web framework for collaborative development L Thamsen, A Gulenko, M Perscheid, R Krahn, R Hirschfeld, DA Thomas 2012 10th International Conference on Creating, Connecting and Collaborating …, 2012 | 5 | 2012 |
| Patient-individual morphological anomaly detection in multi-lead electrocardiography data streams A Acker, F Schmidt, A Gulenko, R Kietzmann, O Kao 2017 IEEE International Conference on Big Data (Big Data), 3841-3846, 2017 | 4 | 2017 |
| Autonomic self-healing in cloud computing platforms A Gulenko PQDT-Global, 2020 | 3 | 2020 |
| Anomaly Detection and Levels of Automation for AI-Supported System Administration A Gulenko, O Kao, F Schmidt Information Management and Big Data: 6th International Conference, SIMBig …, 2020 | 3 | 2020 |
