Anton Gulenko, PhD

Theses

Autonomic Self-healing in Cloud Computing Platforms

(2020) Anton Gulenko

Dissertation, Technical University Berlin

Allocation Removal in Modern Object Oriented VMs

(2015) Anton Gulenko

Master's Thesis, Hasso-Plattner Institute, University of Potsdam

Integrating JavaScript Language Features into Smalltalk

(2011) Anton Gulenko

Bachelor's Thesis, Hasso-Plattner Institute, University of Potsdam

Architecture

Bitflow: An In Situ Stream Processing Framework

(2020) Anton Gulenko, Alexander Acker, Florian Schmidt, Sören Becker, Odej Kao

IEEE, International Conference on Autonomic Computing and Self-Organizing Systems Companion (ACSOS-C)

AI-Governance and Levels of Automation for AIOps-supported System Administration

(2020) Anton Gulenko, Alexander Acker, Odej Kao, Feng Liu

IEEE, International Conference on Computer Communications and Networks (ICCCN)

Anomaly Detection and Levels of Automation for AI-Supported System Administration

(2019) Anton Gulenko, Odej Kao, Florian Schmidt

Springer, International Symposium on Information Management and Big Data (SIMBig)

A System Architecture for Real-Time Anomaly Detection in Large-Scale NFV Systems

(2016) Anton Gulenko, Marcel Wallschläger, Florian Schmidt, Odej Kao, Feng Liu

Elsevier, Conference on Future Networks and Communications (FNC)

High Available Deployment of Cloud-based Virtualized Network Functions

(2016) Saeed Haddadi Makhsous, Anton Gulenko, Odej Kao, Feng Liu

IEEE, International Conference on High Performance Computing & Simulation (HPCS)

Language-Independent Storage Strategies for Tracing-JIT-Based Virtual Machines

(2015) Tim Felgentreff, Tobias Pape, Robert Hirschfeld, Anton Gulenko, Carl Friedrich Bolz

ACM, Symposium on Dynamic Languages

Orca: A Single-Language Web Framework for Collaborative Development

(2012) Lauritz Thamsen, Anton Gulenko, Michael Perscheid, Robert Krahn, Robert Hirschfeld, David A. Thomas

IEEE, International Conference on Creating, Connecting and Collaborating through Computing (C5)

Data Analysis

Detecting Anomalous Behavior of Black-Box Services Modeled with Distance-Based Online Clustering

(2018) Anton Gulenko, Florian Schmidt, Alexander Acker, Marcel Wallschläger, Odej Kao, Feng Liu

IEEE, International Conference on Cloud Computing (CLOUD)

Evaluating Machine Learning Algorithms for Anomaly Detection in Clouds

(2016) Anton Gulenko, Marcel Wallschläger, Florian Schmidt, Odej Kao, Feng Liu

IEEE, International Conference on Big Data (BigData)

Unsupervised Anomaly Alerting for IoT-Gateway Monitoring using Adaptive Thresholds and Half-Space Trees

(2019) René Wetzig, Anton Gulenko, Florian Schmidt

IEEE, International Conference on Internet of Things: Systems, Management and Security (IOTSMS)

IFTM-Unsupervised Anomaly Detection for Virtualized Network Function Services

(2018) Florian, Schmidt, Anton Gulenko, Marcel Wallschläger, Alexander Acker, Vincent Hennig, Feng Liu, Odej Kao

IEEE, International Conference on Web Services (ICWS)

Online Density Grid Pattern Analysis to Classify Anomalies in Cloud and NFV Systems

(2018) Alexander Acker, Florian Schmidt, Anton Gulenko, Odej Kao

IEEE, International Conference on Cloud Computing Technology and Science (CloudCom)

Unsupervised Anomaly Event Detection for Cloud Monitoring Using Online Arima

(2018) Florian Schmidt, Florian Suri-Payer, Anton Gulenko, Marcel Wallschläger, Alexander Acker, Odej Kao

IEEE/ACM, International Conference on Utility and Cloud Computing Companion (UCC Companion)

Unsupervised Anomaly Event Detection for VNF Service Monitoring Using Multivariate Online Arima

(2018) Florian Schmidt, Florian Suri-Payer, Anton Gulenko, Marcel Wallschläger, Alexander Acker, Odej Kao

IEEE, International Conference on Cloud Computing Technology and Science (CloudCom)

Patient-individual Morphological Anomaly Detection in Multi-lead Electrocardiography Data Streams

(2017) Alexander Acker, Florian Schmidt, Anton Gulenko, Reinhard Kietzmann, Odej Kao

IEEE, International Conference on Big Data (BigData)

Novel Framework Combining Health Records with Medical Algorithms

(2017) Florian Schmidt, Vincent Hennig, Sarah Köhler, Marcel Wallschläger, Anton Gulenko, Hartmut Schmidt, Odej Kao

ACM, EAI International Conference on Pervasive Computing Technologies for Healthcare

Monitoring

A Practical Implementation of In-Band Network Telemetry in Open vSwitch

(2018) Anton Gulenko, Marcel Wallschläger, Odej Kao

IEEE, International Conference on Cloud Networking (CloudNet)

Anomaly Detection for Black Box Services in Edge Clouds Using Packet Size Distribution

(2018) Marcel Wallschläger, Anton Gulenko, Florian Schmidt, Alexander Acker, Odej Kao

IEEE, International Conference on Cloud Networking (CloudNet)

Automated Anomaly Detection in Virtualized Services Using Deep Packet Inspection

(2017) Wallschläger, Marcel and Gulenko, Anton and Schmidt, Florian and Kao, Odej and Liu, Feng

Elsevier, International Conference on Future Networks and Communications (FNC)