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André Bauer
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TeaStore: A Micro-Service Reference Application for Benchmarking, Modeling and Resource Management Research
J Kistowski, S Eismann, N Schmitt, A Bauer, J Grohmann, S Kounev
IEEE International Symposium on the Modelling, Analysis, and Simulation of …, 2018
185*2018
Modeling of aggregated IoT traffic and its application to an IoT cloud
F Metzger, T Hoßfeld, A Bauer, S Kounev, PE Heegaard
Proceedings of the IEEE 107 (4), 679-694, 2019
1512019
Methodological principles for reproducible performance evaluation in cloud computing
AV Papadopoulos, L Versluis, A Bauer, N Herbst, J Von Kistowski, ...
IEEE Transactions on Software Engineering 47 (8), 1528-1543, 2019
1062019
Chameleon: A hybrid, proactive auto-scaling mechanism on a level-playing field
A Bauer, N Herbst, S Spinner, A Ali-Eldin, S Kounev
IEEE Transactions on Parallel and Distributed Systems 30 (4), 800-813, 2018
862018
The SPEC-RG reference architecture for FaaS: From microservices and containers to serverless platforms
E Van Eyk, J Grohmann, S Eismann, A Bauer, L Versluis, L Toader, ...
IEEE Internet Computing 23 (6), 7-18, 2019
682019
Chamulteon: Coordinated Auto-Scaling of Micro-Services
A Bauer, V Lesch, L Versluis, A Ilyushkin, N Herbst, S Kounev
39th IEEE International Conference on Distributed Computing Systems, 2019
472019
Quantifying cloud performance and dependability: Taxonomy, metric design, and emerging challenges
N Herbst, A Bauer, S Kounev, G Oikonomou, EV Eyk, G Kousiouris, ...
ACM Transactions on Modeling and Performance Evaluation of Computing Systems …, 2018
472018
A literature review of IoT and CPS—What they are, and what they are not
V Lesch, M Züfle, A Bauer, L Iffländer, C Krupitzer, S Kounev
Journal of Systems and Software 200, 111631, 2023
382023
Time series forecasting for self-aware systems
A Bauer, M Züfle, N Herbst, A Zehe, A Hotho, S Kounev
Proceedings of the IEEE 108 (7), 1068-1093, 2020
352020
An experimental performance evaluation of autoscalers for complex workflows
A Ilyushkin, A Ali-Eldin, N Herbst, A Bauer, AV Papadopoulos, D Epema, ...
ACM Transactions on Modeling and Performance Evaluation of Computing Systems …, 2018
342018
Autonomic forecasting method selection: Examination and ways ahead
M Züfle, A Bauer, V Lesch, C Krupitzer, N Herbst, S Kounev, V Curtef
2019 IEEE International conference on autonomic computing (ICAC), 167-176, 2019
322019
On the Value of Service Demand Estimation for Auto-Scaling
B André, G Johannes, H Nikolas, K Samuel
Measurement, Modelling and Evaluation of Computing Systems (MMB), 2018
32*2018
Toward a definition for serverless computing
S Kounev, C Abad, I Foster, N Herbst, A Iosup, S Al-Kiswany, AAE Hassan, ...
Schloss Dagstuhl--Leibniz-Zentrum fur Informatik, 2021
262021
Design and evaluation of a proactive, application-aware auto-scaler: Tutorial paper
A Bauer, N Herbst, S Kounev
Proceedings of the 8th ACM/SPEC on International Conference on Performance …, 2017
262017
Why is it not solved yet? challenges for production-ready autoscaling
M Straesser, J Grohmann, J von Kistowski, S Eismann, A Bauer, ...
Proceedings of the 2022 ACM/SPEC on International Conference on Performance …, 2022
252022
Libra: A benchmark for time series forecasting methods
A Bauer, M Züfle, S Eismann, J Grohmann, N Herbst, S Kounev
Proceedings of the ACM/SPEC International Conference on Performance …, 2021
232021
Comprehensive exploration of synthetic data generation: A survey
A Bauer, S Trapp, M Stenger, R Leppich, S Kounev, M Leznik, K Chard, ...
arXiv preprint arXiv:2401.02524, 2024
222024
Telescope: An automatic feature extraction and transformation approach for time series forecasting on a level-playing field
A Bauer, M Züfle, N Herbst, S Kounev, V Curtef
2020 IEEE 36th International Conference on Data Engineering (ICDE), 1902-1905, 2020
222020
An automated forecasting framework based on method recommendation for seasonal time series
A Bauer, M Züfle, J Grohmann, N Schmitt, N Herbst, S Kounev
Proceedings of the ACM/SPEC International Conference on Performance …, 2020
212020
Telescope: A Hybrid Forecast Method for Univariate Time Series
M Züfle, A Bauer, N Herbst, V Curtef, S Kounev
International work-conference on Time Series (ITISE 2017), 2017
192017
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Articles 1–20