Evaluating machine learning algorithms for anomaly detection in clouds. - Anton Gulenko; Marcel Wallschläger; Florian Schmidt 006; Odej Kao; Feng Liu (IEEE BigData, 2016)

A System Architecture for Real-time Anomaly Detection in Large-scale NFV Systems. - Anton Gulenko; Marcel Wallschläger; Florian Schmidt 006; Odej Kao; Feng Liu (FNC/MobiSPC, 2016)

The ASCETiC Testbed - An Energy Efficient Cloud Computing Environment. - Marc Körner; Alexander Stanik; Odej Kao; Marcel Wallschläger; Sören Becker 001 (TRIDENTCOM, 2016)

Automated Anomaly Detection in Virtualized Services Using Deep Packet Inspection. - Marcel Wallschläger; Anton Gulenko; Florian Schmidt 006; Odej Kao; Feng Liu (FNC/MobiSPC, 2017)

Novel framework combining health records with medical algorithms. - Florian Schmidt 006; Vincent Hennig; Sarah Köhler; Marcel Wallschläger; Anton Gulenko; Hartmut Schmidt; Odej Kao (PervasiveHealth, 2017)

Detecting Anomalous Behavior of Black-Box Services Modeled with Distance-Based Online Clustering. - Anton Gulenko; Florian Schmidt 006; Alexander Acker; Marcel Wallschläger; Odej Kao; Feng Liu (IEEE CLOUD, 2018)

Unsupervised Anomaly Event Detection for VNF Service Monitoring Using Multivariate Online Arima. - Florian Schmidt 006; Florian Suri-Payer; Anton Gulenko; Marcel Wallschläger; Alexander Acker; Odej Kao (CloudCom, 2018)

A Practical Implementation of In-Band Network Telemetry in Open vSwitch. - Anton Gulenko; Marcel Wallschläger; Odej Kao (CloudNet, 2018)

Anomaly Detection for Black Box Services in Edge Clouds Using Packet Size Distribution. - Marcel Wallschläger; Anton Gulenko; Florian Schmidt 006; Alexander Acker; Odej Kao (CloudNet, 2018)

IFTM - Unsupervised Anomaly Detection for Virtualized Network Function Services. - Florian Schmidt 006; Anton Gulenko; Marcel Wallschläger; Alexander Acker; Vincent Hennig; Feng Liu; Odej Kao (ICWS, 2018)

Unsupervised Anomaly Event Detection for Cloud Monitoring Using Online Arima. - Florian Schmidt 006; Florian Suri-Payer; Anton Gulenko; Marcel Wallschläger; Alexander Acker; Odej Kao (UCC Companion, 2018)

Silent Consensus: Probabilistic Packet Sampling for Lightweight Network Monitoring. - Marcel Wallschläger; Alexander Acker; Odej Kao (ICCSA (1), 2019)