- Carbon-Awareness in CI/CD
Henrik Claßen, Jonas Thierfeldt, Julian Tochman-Szewc, Philipp Wiesner, and Odej Kao
1st International Workshop on Sustainable Service-Oriented Computing (SSCOPE) at ICSOC ‘23
Workshop
preprint - Offloading Real-Time Tasks in IIoT Environments under Consideration of Networking Uncertainties
Ilja Behnke, Philipp Wiesner, Paul Voelker, and Odej Kao
2nd International Workshop on Middleware for the Edge (MiddleWEdge) at Middleware ‘23
Workshop
preprint - Software-in-the-Loop Simulation for Developing and Testing Carbon-Aware Applications
Philipp Wiesner, Marvin Steinke, Henrik Nickel, Yazan Kitana, and Odej Kao
Software: Practice and Experience, 53 (12)
Journal
code - Karasu: A Collaborative Approach to Efficient Cluster Configuration for Big Data Analytics
Dominik Scheinert, Philipp Wiesner, Thorsten Wittkopp, Lauritz Thamsen, Jonathan Will, and Odej Kao
42nd IEEE International Performance Computing and Communications Conference (IPCCC)
Conference
preprint - Towards Benchmarking Power-Performance Characteristics of Federated Learning Clients
Pratik Agrawal, Philipp Wiesner, and Odej Kao
2nd Workshop on Machine Learning & Networking (MaLeNe) at NetSys ‘23
Workshop
preprint - Towards a Real-Time IoT: Approaches for Incoming Packet Processing in Cyber-Physical Systems
Ilja Behnke, Christoph Blumschein, Robert Danicki, Philipp Wiesner, Lauritz Thamsen, and Odej Kao
Journal of Systems Architecture (JSA)
Journal
preprint - PULL: Reactive Log Anomaly Detection Based on Iterative PU Learning
Thorsten Wittkopp, Dominik Scheinert, Philipp Wiesner, Alexander Acker, and Odej Kao
56th Hawaii International Conference on System Sciences (HICSS)
Conference
preprint
- Let's Wait Awhile: How Temporal Workload Shifting Can Reduce Carbon Emissions in the Cloud
Philipp Wiesner, Ilja Behnke, Dominik Scheinert, Kordian Gontarska, and Lauritz Thamsen
22nd ACM/IFIP International Middleware Conference (Middleware)
Conference
preprint
code
video
BIFOLD news; TU Berlin press release; New Scientist article; hackernews frontpage - Continuously Testing Distributed IoT Systems: An Overview of the State of the Art
Jossekin Beilharz, Philipp Wiesner, Arne Boockmeyer, Lukas Pirl, Dirk Friedenberger, Florian Brokhausen, Ilja Behnke, Andreas Polze, and Lauritz Thamsen
19th International Conference on Service Oriented Computing (ICSOC)
Invited paper
preprint - LogLAB: Attention-Based Labeling of Log Data Anomalies via Weak Supervision
Thorsten Wittkopp, Philipp Wiesner, Dominik Scheinert, and Alexander Acker
19th International Conference on Service Oriented Computing (ICSOC)
Conference
preprint
code - A Taxonomy of Anomalies in Log Data
Thorsten Wittkopp, Philipp Wiesner, Dominik Scheinert, and Odej Kao
2nd International Workshop on Artificial Intelligence for IT Operations (AIOPS) at ICSOC ‘21
Workshop
preprint - Assessing the Resilience of Water Distribution Networks Under Different Sensor Network Architectures and Data Sampling Frequencies
Siling Chen, Florian Brokhausen, Philipp Wiesner, Lauritz Thamsen, and Andrea Cominola
2nd International Symposium on Water System Operations (ISWSO)
Extended abstract
preprint - Evaluation of Load Prediction Techniques for Distributed Stream Processing
Kordian Gontarska, Morgan Geldenhuys, Dominik Scheinert, Philipp Wiesner, Andreas Polze, and Lauritz Thamsen
9th IEEE International Conference on Cloud Engineering (IC2E)
Conference
preprint
code
video - Towards a Staging Environment for the Internet of Things
Jossekin Beilharz, Philipp Wiesner, Arne Boockmeyer, Florian Brokhausen, Ilja Behnke, Robert Schmid, Lukas Pirl, and Lauritz Thamsen
19th IEEE International Conference on Pervasive Computing and Communications (PerCom)
Work in progress
Best WiP Paper
preprint
code - LEAF: Simulating Large Energy-Aware Fog Computing Environments
Philipp Wiesner and Lauritz Thamsen
5th IEEE International Conference on Fog and Edge Computing (ICFEC)
Conference
preprint
code
video