Thorsten Wittkopp

According to our database, Thorsten Wittkopp authored at least 13 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

LogRCA: Log-based Root Cause Analysis for Distributed Services.

Thorsten Wittkopp, Philipp Wiesner, Odej Kao

CoRR, 2024

2023

Karasu: A Collaborative Approach to Efficient Cluster Configuration for Big Data Analytics.

Dominik Scheinert, Philipp Wiesner, Thorsten Wittkopp, Lauritz Thamsen, Jonathan Will, Odej Kao

CoRR, 2023

Progressing from Anomaly Detection to Automated Log Labeling and Pioneering Root Cause Analysis.

Thorsten Wittkopp, Alexander Acker, Odej Kao

Proceedings of the IEEE International Conference on Data Mining, 2023

PULL: Reactive Log Anomaly Detection Based On Iterative PU Learning.

Thorsten Wittkopp, Dominik Scheinert, Philipp Wiesner, Alexander Acker, Odej Kao

Proceedings of the 56th Hawaii International Conference on System Sciences, 2023

2022

A2Log: Attentive Augmented Log Anomaly Detection.

Thorsten Wittkopp, Alexander Acker, Sasho Nedelkoski, Jasmin Bogatinovski, Dominik Scheinert, Wu Fan, Odej Kao

Proceedings of the 55th Hawaii International Conference on System Sciences, 2022

Cucumber: Renewable-Aware Admission Control for Delay-Tolerant Cloud and Edge Workloads.

Philipp Wiesner, Dominik Scheinert, Thorsten Wittkopp, Lauritz Thamsen, Odej Kao

Proceedings of the Euro-Par 2022: Parallel Processing, 2022

2021

Artificial Intelligence for IT Operations (AIOPS) Workshop White Paper.

Jasmin Bogatinovski, Sasho Nedelkoski, Alexander Acker, Florian Schmidt, Thorsten Wittkopp, Soeren Becker, Jorge Cardoso, Odej Kao

CoRR, 2021

A Taxonomy of Anomalies in Log Data.

Thorsten Wittkopp, Philipp Wiesner, Dominik Scheinert, Odej Kao

Proceedings of the Service-Oriented Computing - ICSOC 2021 Workshops, 2021

LogLAB: Attention-Based Labeling of Log Data Anomalies via Weak Supervision.

Thorsten Wittkopp, Philipp Wiesner, Dominik Scheinert, Alexander Acker

Proceedings of the Service-Oriented Computing - 19th International Conference, 2021

Bellamy: Reusing Performance Models for Distributed Dataflow Jobs Across Contexts.

Dominik Scheinert, Lauritz Thamsen, Houkun Zhu, Jonathan Will, Alexander Acker, Thorsten Wittkopp, Odej Kao

Proceedings of the IEEE International Conference on Cluster Computing, 2021

On the Potential of Execution Traces for Batch Processing Workload Optimization in Public Clouds.

Dominik Scheinert, Alireza Alamgiralem, Jonathan Bader, Jonathan Will, Thorsten Wittkopp, Lauritz Thamsen

Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021

2020

Decentralized Federated Learning Preserves Model and Data Privacy.

Thorsten Wittkopp, Alexander Acker

Proceedings of the Service-Oriented Computing - ICSOC 2020 Workshops, 2020

Superiority of Simplicity: A Lightweight Model for Network Device Workload Prediction.

Alexander Acker, Thorsten Wittkopp, Sasho Nedelkoski, Jasmin Bogatinovski, Odej Kao

Proceedings of the 2020 Federated Conference on Computer Science and Information Systems, 2020