- Efficiency Will Not Lead to Sustainable Reasoning AI
Philipp Wiesner, Daniel W. O’Neill, Francesca Larosa, and Odej Kao
Rethinking AI Workshop @ EurIPS ‘25
Workshop
preprint - Adaptive Green Cloud Applications: Balancing Emissions, Revenue, and User Experience through Approximate Computing
Monica Vitali, Philipp Wiesner, Kevin Kreutz, and Roberto Gandola
Future Generation Computer Systems
Journal
code - Optimizing Microgrid Composition for Sustainable Data Centers
Julius Irion, Philipp Wiesner, Jonathan Bader, and Odej Kao
Sustainable Supercomputing Workshop @ SC ‘25
Workshop
preprint
code - CoCoMaMa: Contextual Combinatorial Multi-Armed Bandit Router for Multi-Agent Systems with Volatile Arms
Jonathan Rau, Jonathan Bader, Philipp Wiesner, and Odej Kao
2nd Workshop on Hypermedia Multi-Agent Systems (HyperAgents) @ ECAI ‘25
Workshop
preprint
code - Carbon-Aware Quality Adaptation for Energy-Intensive Services
Philipp Wiesner, Dennis Grinwald, Philipp Weiß, Patrick Wilhelm, Ramin Khalili, and Odej Kao
16th ACM International Conference on Future and Sustainable Energy Systems (e-Energy)
Conference
preprint
code - Moving Beyond Marginal Carbon Intensity: A Poor Metric for Both Carbon Accounting and Grid Flexibility
Philipp Wiesner and Odej Kao
ACM SIGMETRICS Performance Evaluation Review
Newsletter
preprint - β-GNN: A Robust Ensemble Approach Against Graph Structure Perturbation
Haci Ismail Aslan, Philipp Wiesner, Ping Xiong, and Odej Kao
5th Workshop on Machine Learning and Systems (EuroMLSys) @ EuroSys ‘25
Workshop
preprint
code
- Federated Learning over Connected Modes
Dennis Grinwald, Philipp Wiesner, and Shinichi Nakajima
38th Conference on Neural Information Processing Systems (NeurIPS)
Conference
preprint
code - Choosing the Right Battery Model for Data Center Simulations
Paul Kilian, Philipp Wiesner, and Odej Kao
1st International Workshop on Low Carbon Computing (LOCO)
Workshop
preprint
code
video - Vessim: A Testbed for Carbon-Aware Applications and Systems
Philipp Wiesner, Ilja Behnke, Paul Kilian, Marvin Steinke, and Odej Kao
ACM SIGENERGY Energy Informatics Review 4, 5
Journal
preprint
code
video
BIFOLD news - LogRCA: Log-based Root Cause Analysis for Distributed Services
Thorsten Wittkopp, Philipp Wiesner, and Odej Kao
30th International European Conference on Parallel and Distributed Computing (Euro-Par)
Conference
preprint - Coupled Simulation of Urban Water Networks and Interconnected Critical Urban Infrastructure Systems: A Systematic Review and Multi-Sector Research Agenda
Siling Chen, Florian Brokhausen, Philipp Wiesner, Dóra Hegyi, Muzaffer Citir, Margaux Huth, Sangyoung Park, Jochen Rabe, Lauritz Thamsen, Franz Tscheikner-Gratl, Andrea Castelletti, Paul Uwe Thamsen, and Andrea Cominola
Sustainable Cities and Society
Journal - FedZero: Leveraging Renewable Excess Energy in Federated Learning
Philipp Wiesner, Ramin Khalili, Dennis Grinwald, Pratik Agrawal, Lauritz Thamsen, and Odej Kao
15th ACM International Conference on Future and Sustainable Energy Systems (e-Energy)
Conference
preprint
code
video
BIFOLD news
- 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) @ 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 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 - 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
