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Johannes Grohmann
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A SPEC RG cloud group's vision on the performance challenges of FaaS cloud architectures
E Van Eyk, A Iosup, CL Abad, J Grohmann, S Eismann
Companion of the 2018 acm/spec international conference on performance …, 2018
742018
Teastore: A micro-service reference application for benchmarking, modeling and resource management research
J Von Kistowski, S Eismann, N Schmitt, A Bauer, J Grohmann, S Kounev
2018 IEEE 26th International Symposium on Modeling, Analysis, and Simulation …, 2018
69*2018
Serverless applications: Why, when, and how?
S Eismann, J Scheuner, E Van Eyk, M Schwinger, J Grohmann, N Herbst, ...
IEEE Software 38 (1), 32-39, 2020
572020
How is performance addressed in DevOps?
CP Bezemer, S Eismann, V Ferme, J Grohmann, R Heinrich, P Jamshidi, ...
Proceedings of the 2019 ACM/SPEC International Conference on Performance …, 2019
482019
On learning in collective self-adaptive systems: State of practice and a 3d framework
M D'Angelo, S Gerasimou, S Ghahremani, J Grohmann, I Nunes, ...
2019 IEEE/ACM 14th International Symposium on Software Engineering for …, 2019
432019
A review of serverless use cases and their characteristics
S Eismann, J Scheuner, E Van Eyk, M Schwinger, J Grohmann, N Herbst, ...
arXiv preprint arXiv:2008.11110, 2020
422020
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
392019
Predicting the costs of serverless workflows
S Eismann, J Grohmann, E Van Eyk, N Herbst, S Kounev
Proceedings of the ACM/SPEC International Conference on Performance …, 2020
242020
Sizeless: Predicting the optimal size of serverless functions
S Eismann, L Bui, J Grohmann, C Abad, N Herbst, S Kounev
Proceedings of the 22nd International MIDDLEWARE Conference, 248-259, 2021
182021
On the value of service demand estimation for auto-scaling
A Bauer, J Grohmann, N Herbst, S Kounev
International Conference on Measurement, Modelling and Evaluation of …, 2018
162018
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
142020
Monitorless: Predicting performance degradation in cloud applications with machine learning
J Grohmann, PK Nicholson, JO Iglesias, S Kounev, D Lugones
Proceedings of the 20th international middleware conference, 149-162, 2019
142019
Self-tuning resource demand estimation
J Grohmann, N Herbst, S Spinner, S Kounev
2017 IEEE International Conference on Autonomic Computing (ICAC), 21-26, 2017
142017
The state of serverless applications: Collection, characterization, and community consensus
S Eismann, J Scheuner, E Van Eyk, M Schwinger, J Grohmann, N Herbst, ...
IEEE Transactions on Software Engineering, 2021
132021
Online model learning for self-aware computing infrastructures
S Spinner, J Grohmann, S Eismann, S Kounev
Journal of Systems and Software 147, 1-16, 2019
122019
Incremental calibration of architectural performance models with parametric dependencies
M Mazkatli, D Monschein, J Grohmann, A Koziolek
2020 IEEE International Conference on Software Architecture (ICSA), 23-34, 2020
102020
To fail or not to fail: Predicting hard disk drive failure time windows
M Züfle, C Krupitzer, F Erhard, J Grohmann, S Kounev
International Conference on Measurement, Modelling and Evaluation of …, 2020
102020
Model-based performance predictions for SDN-based networks: A case study
S Herrnleben, P Rygielski, J Grohmann, S Eismann, T Hoßfeld, S Kounev
International Conference on Measurement, Modelling and Evaluation of …, 2020
102020
The vision of self-aware performance models
J Grohmannn, S Eismann, S Kounev
2018 IEEE International Conference on Software Architecture Companion (ICSA …, 2018
102018
Detecting Parametric Dependencies for Performance Models Using Feature Selection Techniques
J Grohmann, S Eismann, S Elflein, M Mazkatli, J Kistowski, S Kounev
2019 IEEE 27th International Symposium on Modeling, Analysis, and Simulation …, 2019
92019
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