Publications
Journal and Magazine Articles
Full Papers
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An Empirical Investigation of Container Building Strategies and Warm Times to Reduce Cold Starts in Scientific Computing Serverless Functions. in 2024 IEEE 20th International Conference on e-Science (e-Science) (2024).
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Kubernetes-in-the-Loop: Enriching Microservice Simulation Through Authentic Container Orchestration. in Performance Evaluation Methodologies and Tools (2023).In print.
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An Empirical Study of Container Image Configurations and Their Impact on Start Times. in 2023 IEEE/ACM 23rd International Symposium on Cluster, Cloud and Internet Computing (CCGrid) (2023). 94–105. IEEE.
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Autoscaler Evaluation and Configuration: A Practitioner’s Guideline. in Proceedings of the 2023 ACM/SPEC International Conference on Performance Engineering (2023). 31–41. Association for Computing Machinery, New York, NY, USA.
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A Systematic Approach for Benchmarking of Container Orchestration Frameworks. in Proceedings of the 2023 ACM/SPEC International Conference on Performance Engineering (2023). 187–198. Association for Computing Machinery, New York, NY, USA.
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Why Is It Not Solved Yet? Challenges for Production-Ready Autoscaling. in Proceedings of the 2022 ACM/SPEC on International Conference on Performance Engineering (2022). 105–115. Association for Computing Machinery, New York, NY, USA.
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MiSim: A Simulator for Resilience Assessment of Microservice-based Architectures. in 2022 IEEE 22nd International Conference on Software Quality, Reliability and Security (QRS) (2022). 1014–1025. IEEE.
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SuanMing: Explainable Prediction of Performance Degradations in Microservice Applications. in Proceedings of the 12th ACM/SPEC International Conference on Performance Engineering (ICPE) (2021). ACM, New York, NY, USA.Acceptance Rate: 29%
Short Papers
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Unveiling Temporal Performance Deviation: Leveraging Clustering in Microservices Performance Analysis. in Companion of the 15th ACM/SPEC International Conference on Performance Engineering (2024). 72–76. Association for Computing Machinery, New York, NY, USA.
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Searching for the Ground Truth: Assessing the Similarity of Benchmarking Runs. in Companion of the 2023 ACM/SPEC International Conference on Performance Engineering (2023). 95–99. Association for Computing Machinery, New York, NY, USA.
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Automated Triage of Performance Change Points Using Time Series Analysis and Machine Learning. in Proceedings of the 2022 ACM/SPEC on International Conference on Performance Engineering (2022). ACM.
Workshop Papers
Poster Papers
Extended Abstracts
Talks
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Autoscaling Rethought: A Continuous, Decentralized Approach (2024).
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Towards Explainable, Coordinated and Proactive Autoscaling for Microservices and Function Chains (2024).
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Generating Microservice Applications for Performance Benchmarking (2023).
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Towards Simulation-Driven Optimization of Container Orchestration Mechanisms (2023).
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Leveraging Kubernetes Source Code for Performance Simulation (2022).
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Container Start Times: Empirical Analysis and Predictability (2021).
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Predicting Performance Degradations of Black-box Microservice Applications (2020).
Master Thesis
Miscellaneous
Press Coverage
- Universität Würzburg (Press Release): Damit der Webshop rundläuft. August 2021. [ Link ]