Johannes Grohmann
Title
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Year
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
542018
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
452018
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
362019
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
232019
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
202019
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
142020
Self-tuning resource demand estimation
J Grohmann, N Herbst, S Spinner, S Kounev
2017 IEEE International Conference on Autonomic Computing (ICAC), 21-26, 2017
132017
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
122020
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
112018
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
102019
The vision of self-aware performance models
J Grohmannn, S Eismann, S Kounev
2018 IEEE International Conference on Software Architecture Companion (ICSA …, 2018
92018
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
82020
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
82020
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
82019
Tools for declarative performance engineering
J Walter, S Eismann, J Grohmann, D Okanovic, S Kounev
Companion of the 2018 ACM/SPEC International Conference on Performance …, 2018
82018
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
72020
Black-box Learning of Parametric Dependencies for Performance Models
V Ackermann, J Grohmann, S Eismann, S Kounev
13th International Workshop on Models@run.time (MRT), 2018
72018
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
62019
Integrating statistical response time models in architectural performance models
S Eismann, J Grohmann, J Walter, J Von Kistowski, S Kounev
2019 IEEE International Conference on Software Architecture (ICSA), 71-80, 2019
62019
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
52020
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Articles 1–20