piwik-script

Intern
Chair of Computer Science II - Software Engineering

Publications

[ 2020 ] [ 2019 ] [ 2018 ] [ 2017 ] [ 2016 ] [ 2015 ] [ 2014 ] [ 2013 ]

2020 [ nach oben ]

  • Serverless Applications:W... - Download
    Serverless Applications:Why, When, and How? Eismann, Simon; Joel, Scheuner; van Eyk, Erwin; Schwinger, Maximilian; Grohmann, Johannes; Herbst, Nikolas; Abad, Cristina; Iosup, Alexandru; in IEEE Software (2020).
     
  • SPEC Research Group Newsletter, vol. 3 no. 1. Kounev, Samuel; van Hoorn, Andre; Bauer, André; Herbst, Nikolas; (2020).
    Published by Standard Performance Evaluation Corporation (SPEC)
     
  • Methodological Principles... - Download
    Methodological Principles for Reproducible Performance Evaluation in Cloud Computing. Papadopoulos, Alessandro Vittorio; Versluis, Laurens; Bauer, André; Herbst, Nikolas; von Kistowski, Jóakim; Ali-Eldin, Ahmed; Abad, Cristina L.; Amaral, José Nelson; Tuma, Petr; Iosup, Alexandru; in Software Engineering 2020, Fachtagung des GI-Fachbereichs Softwaretechnik, 24.-28. Februar 2020, Innsbruck, Austria, M. Felderer, Hasselbring, W., Rabiser, R., Jung, R. (eds.) (2020). (Vol. P-300) 93--94.
     
  • Time Series Forecasting for Self-Aware Systems. Bauer, André; Züfle, Marwin; Herbst, Nikolas; Zehe, Albin; Hotho, Andreas; Kounev, Samuel; in Proceedings of the IEEE (2020). 108(7) 1068 - 1093.
     
  • A Taxonomy of Techniques for SLO Failure Prediction in Software Systems. Grohmann, Johannes; Herbst, Nikolas; Chalbani, Avi; Arian, Yair; Peretz, Noam; Kounev, Samuel; in Computers (2020). 9(1) 10.
     
  • Telescope: An Automatic F... - Download
    Telescope: An Automatic Feature Extraction and Transformation Approach for Time Series Forecasting on a Level-Playing Field. Bauer, André; Züfle, Marwin; Herbst, Nikolas; Kounev, Samuel; Curtef, Valentin; in Proceedings of the 36th International Conference on Data Engineering (ICDE) (2020).
     
  • Predicting the Costs of S... - Download
    Predicting the Costs of Serverless Workflows. Eismann, Simon; Grohmann, Johannes; van Eyk, Erwin; Herbst, Nikolas; Kounev, Samuel; in Proceedings of the 2020 ACM/SPEC International Conference on Performance Engineering (ICPE) (2020).
    Acceptance Rate: 23.4% (15/64)
     
  • An Automated Forecasting ... - Download
    An Automated Forecasting Framework based on Method Recommendation for Seasonal Time Series. Bauer, André; Züfle, Marwin; Grohmann, Johannes; Schmitt, Norbert; Herbst, Nikolas; Kounev, Samuel; in Proceedings of the 11th ACM/SPEC International Conference on Performance Engineering (ICPE 2020) (2020).
     
  • A Review of Serverless Use Cases and their Characteristics Eismann, Simon; Scheuner, Joel; van Eyk, Erwin; Schwinger, Maximilian; Grohmann, Johannes; Herbst, Nikolas; Abad, Cristina; Iosup, Alexandru; (2020).
     

2019 [ nach oben ]

  • Chameleon: A Hybrid, Proa... - Download
    Chameleon: A Hybrid, Proactive Auto-Scaling Mechanism on a Level-Playing Field. Bauer, André; Herbst, Nikolas; Spinner, Simon; Ali-Eldin, Ahmed; Kounev, Samuel; in IEEE Transactions on Parallel and Distributed Systems (2019). 30(4) 800--813.
     
  • Methodological Principles for Reproducible Performance Evaluation in Cloud Computing - A SPEC Research Technical Report. (SPEC-RG-2019-04), Papadopoulos, Alessandro Vittorio; Versluis, Laurens; Bauer, André; Herbst, Nikolas; von Kistowski, Jóakim; Ali-Eldin, Ahmed; Abad, Cristina; Amaral, J. Nelson; Tuma, Petr; Iosup, Alexandru; (2019).
     
  • Agile Scalability Engineering: The ScrumScale Method. Brataas, Gunnar; Hanssen, Geir; Herbst, Nikolas; van Hoorn, André; in IEEE Software (2019). 37(5) 77-85.
    to appear
     
  • Methoden und Messverfahre... - Download
    Methoden und Messverfahren für Automatisches Skalieren in Elastischen Cloud Umgebungen. Herbst, Nikolas; (2019).
     
  • Methodological Principles for Reproducible Performance Evaluation in Cloud Computing. Papadopoulos, Alessandro Vittorio; Versluis, Laurens; Bauer, André; Herbst, Nikolas; von Kistowski, Jóakim; Ali-Eldin, Ahmed; Abad, Cristina; Amaral, J. Nelson; Tuma, Petr; Iosup, Alexandru; in IEEE Transactions on Software Engineering (2019). 1-1.
     
  • Kaa: Evaluating Elasticit... - Download
    Kaa: Evaluating Elasticity of Cloud-hosted DBMS. Seybold, Daniel; Volpert, Simon; Wesner, Stefan; Bauer, André; Herbst, Nikolas; Domaschka, Jörg; in Proceedings of the 11th IEEE International Conference on Cloud Computing (CloudCom) (2019).
     
  • The SPEC-RG Reference Arc... - Download
    The SPEC-RG Reference Architecture for FaaS: From Microservices and Containers to Serverless Platforms. van Eyk, Erwin; Grohmann, Johannes; Eismann, Simon; Bauer, André; Versluis, Laurens; Toader, Lucian; Schmitt, Norbert; Herbst, Nikolas; Abad, Cristina L.; Iosup, Alexandru; in IEEE Internet Computing (2019). 23(6) 7-18.
     
  • Utilizing Clustering to O... - Download
    Utilizing Clustering to Optimize Resource Demand Estimation Approaches. Grohmann, Johannes; Eismann, Simon; Bauer, Andre; Zuefle, Marwin; Herbst, Nikolas; Kounev, Samuel; in 2019 IEEE 4th International Workshops on Foundations and Applications of Self* Systems (FAS*W) (2019). 134-139.
     
  • Chamulteon: Coordinated A... - Download
    Chamulteon: Coordinated Auto-Scaling of Micro-Services. Bauer, André; Lesch, Veronika; Versluis, Laurens; Ilyushkin, Alexey; Herbst, Nikolas; Kounev, Samuel; in Proceedings of the 39th IEEE International Conference on Distributed Computing Systems (ICDCS) (2019).
     
  • Autonomic Forecasting Met... - Download
    Autonomic Forecasting Method Selection: Examination and Ways Ahead. Züfle, Marwin; Bauer, André; Lesch, Veronika; Krupitzer, Christian; Herbst, Nikolas; Kounev, Samuel; Curtef, Valentin; in Proceedings of the 16th IEEE International Conference on Autonomic Computing (ICAC) (2019).
     
  • Systematic Search for Opt... - Download
    Systematic Search for Optimal Resource Configurations of Distributed Applications. Bauer, André; Eismann, Simon; Grohmann, Johannes; Herbst, Nikolas; Kounev, Samuel; in Proceedings of Workshop on Evaluations and Measurements in Self-Aware Computing Systems as part of FAS*(IEEE ICAC/SASO) conferences companion (2019).
     
  • Best Practices for Time S... - Download
    Best Practices for Time Series Forecasting. Bauer, André; Züfle, Marwin; Herbst, Nikolas; Kounev, Samuel; in 2019 IEEE 4th International Workshops on Foundations and Applications of Self* Systems (FAS*W) (2019).
     
  • SPEC Research Group Newsl... - Download
    SPEC Research Group Newsletter, vol. 2 no. 4. Kounev, Samuel; van Hoorn, Andre; Bauer, André; Herbst, Nikolas; (2019).
    Published by Standard Performance Evaluation Corporation (SPEC)
     

2018 [ nach oben ]

  • SPEC Research Group Newsl... - Download
    SPEC Research Group Newsletter, vol. 2 no. 3. Kounev, Samuel; van Hoorn, Andre; Herbst, Nikolas; Bauer, André; (2018).
    Published by Standard Performance Evaluation Corporation (SPEC)
     
  • Quantifying Cloud Perform... - Download
    Quantifying Cloud Performance and Dependability: Taxonomy, Metric Design, and Emerging Challenges. Herbst, Nikolas; Bauer, André; Kounev, Samuel; Oikonomou, Giorgos; van Eyk, Erwin; Kousiouris, George; Evangelinou, Athanasia; Krebs, Rouven; Brecht, Tim; Abad, Cristina L.; Iosup, Alexandru; in ACM Transactions on Modeling and Performance Evaluation of Computing Systems (ToMPECS) (2018). 3(4) 19:1--19:36.
     
  • FOX: Cost-Awareness for A... - Download
    FOX: Cost-Awareness for Autonomic Resource Management in Public Clouds. Lesch, Veronika; Bauer, André; Herbst, Nikolas; Kounev, Samuel; in Proceedings of the 9th ACM/SPEC International Conference on Performance Engineering (ICPE 2018) (2018).
    Full Paper Acceptance Ratio: 23,7%
     
  • How we built a scalable m... - Download
    How we built a scalable micro-service application - The Tea Store. Herbst, Nikolas; (2018).
     
  • Methods and Benchmarks for Auto-Scaling Mechanisms in Elastic Cloud Environments. Herbst, Nikolas; (2018).
    Distinction, SPEC Kaivalya Dixit Distinguished Dissertation Award 2018
     
  • An Experimental Performan... - Download
    An Experimental Performance Evaluation of Autoscalers for Complex Workflows. Ilyushkin, Alexey; Ali-Eldin, Ahmed; Herbst, Nikolas; Bauer, André; Papadopoulos, Alessandro V.; Epema, Dick; Iosup, Alexandru; in ACM Transactions on Modeling and Performance Evaluation of Computing Systems (ToMPECS) (2018). 3(2) 8:1--8:32.
     
  • On the Value of Service D... - Download
    On the Value of Service Demand Estimation for Auto-Scaling. Bauer, André; Grohmann, Johannes; Herbst, Nikolas; Kounev, Samuel; in Proceedings of 19th International GI/ITG Conference on Measurement, Modelling and Evaluation of Computing Systems (MMB 2018) (2018).
     
  • TeaStore: A Micro-Service... - Download
    TeaStore: A Micro-Service Reference Application for Cloud Researchers. Eismann, Simon; v. Kistowski, Jóakim; Grohmann, Johannes; Bauer, André; Schmitt, Norbert; Herbst, Nikolas; Kounev, Samuel; in Proceedings of 2018 IEEE/ACM International Conference on Utility and Cloud Computing Companion (UCC Companion) (2018). 11-12.
     
  • Using Machine Learning fo... - Download
    Using Machine Learning for Recommending Service Demand Estimation Approaches. Grohmann, Johannes; Herbst, Nikolas; Spinner, Simon; Kounev, Samuel; in Proceedings of the 8th International Conference on Cloud Computing and Services Science (CLOSER 2018) (2018). 473-480.
     

2017 [ nach oben ]

  • Self-Tuning Resource Dema... - Download
    Self-Tuning Resource Demand Estimation. Grohmann, Johannes; Herbst, Nikolas; Spinner, Simon; Kounev, Samuel; in Proceedings of the 14th IEEE International Conference on Autonomic Computing (ICAC 2017) (2017).
     
  • Telescope: A Hybrid Forec... - Download
    Telescope: A Hybrid Forecast Method for Univariate Time Series. Züfle, Marwin; Bauer, André; Herbst, Nikolas; Curtef, Valentin; Kounev, Samuel; in Proceedings of the International work-conference on Time Series (ITISE 2017) (2017).
     
  • SPEC Research Group Newsl... - Download
    SPEC Research Group Newsletter, vol. 2 no. 2. Kounev, Samuel; van Hoorn, Andre; Rygielski, Piotr; Herbst, Nikolas; Bauer, André; (2017).
    Published by Standard Performance Evaluation Corporation (SPEC)
     
  • Design and Evaluation of ... - Download
    Design and Evaluation of a Proactive, Application-Aware Auto-Scaler. Bauer, André; Herbst, Nikolas; Kounev, Samuel; in Proceedings of the 8th ACM/SPEC International Conference on Performance Engineering (ICPE 2017) (2017).
     
  • Scalability Analysis of C... - Download
    Scalability Analysis of Cloud Software Services. Brataas, Gunnar; Herbst, Nikolas; Ivansek, Simon; Polutnik, Jure; in Companion Proceedings of the 14th IEEE International Conference on Autonomic Computing (ICAC 2017), Self Organizing Self Managing Clouds Workshop (SOSeMC 2017) (2017).
     
  • An Experimental Performan... - Download
    An Experimental Performance Evaluation of Autoscaling Policies for Complex Workflows. Ilyushkin, Alexey; Ali-Eldin, Ahmed; Herbst, Nikolas; Papadopoulos, Alessandro V.; Ghit, Bogdan; Epema, Dick; Iosup, Alexandru; in Proceedings of the 8th ACM/SPEC International Conference on Performance Engineering (ICPE 2017) (2017).
    Best Paper Candidate (1/4)
     
  • Modeling and Extracting L... - Download
    Modeling and Extracting Load Intensity Profiles. von Kistowski, Jóakim; Herbst, Nikolas; Kounev, Samuel; Groenda, Henning; Stier, Christian; Lehrig, Sebastian; in ACM Transactions on Autonomous and Adaptive Systems (TAAS) (2017). 11(4) 23:1--23:28.
     
  • Online Workload Forecasti... - Download
    Online Workload Forecasting. Herbst, Nikolas; Amin, Ayman; Andrzejak, Artur; Grunske, Lars; Kounev, Samuel; Mengshoel, Ole J.; Sundararajan, Priya; in Self-Aware Computing Systems, S. Kounev, Kephart, J. O., Zhu, X., Milenkoski, A. (eds.) (2017).
     
  • Metrics and Benchmarks fo... - Download
    Metrics and Benchmarks for Self-Aware Computing Systems. Herbst, Nikolas; Becker, Steffen; Kounev, Samuel; Koziolek, Heiko; Maggio, Martina; Milenkoski, Aleksandar; Smirni, Evgenia; in Self-Aware Computing Systems, S. Kounev, Kephart, J. O., Milenkoski, A., Zhu, X. (eds.) (2017).
     

2016 [ nach oben ]

  • Ready for Rain? A View from SPEC Research on the Future of Cloud Metrics. (SPEC-RG-2016-01), Herbst, Nikolas; Krebs, Rouven; Oikonomou, Giorgos; Kousiouris, George; Evangelinou, Athanasia; Iosup, Alexandru; Kounev, Samuel; (2016).
     

2015 [ nach oben ]

  • Proactive Memory Scaling ... - Download
    Proactive Memory Scaling of Virtualized Applications. Spinner, Simon; Herbst, Nikolas; Kounev, Samuel; Zhu, Xiaoyun; Lu, Lei; Uysal, Mustafa; Griffith, Rean; in Proceedings of the 2015 IEEE 8th International Conference on Cloud Computing (IEEE CLOUD 2015) (2015). 277--284.
    Acceptance Rate: 15%
     
  • Modeling and Extracting L... - Download
    Modeling and Extracting Load Intensity Profiles. von Kistowski, Jóakim; Herbst, Nikolas Roman; Zoller, Daniel; Kounev, Samuel; Hotho, Andreas; in Proceedings of the 10th International Symposium on Software Engineering for Adaptive and Self-Managing Systems (SEAMS 2015) (2015).
    Acceptance rate: 29%
     
  • Performance-oriented DevOps: A Research Agenda. (SPEC-RG-2015-01), Brunnert, Andreas; van Hoorn, Andre; Willnecker, Felix; Danciu, Alexandru; Hasselbring, Wilhelm; Heger, Christoph; Herbst, Nikolas; Jamshidi, Pooyan; Jung, Reiner; von Kistowski, Joakim; Koziolek, Anne; Kross, Johannes; Spinner, Simon; Vögele, Christian; Walter, Jürgen; Wert, Alexander; (2015).
     
  • Proactive Memory Scaling of Virtualized Applications. Spinner, Simon; Zhu, Xiaoyun; Lu, Lei; Uysal, Mustafa; Griffith, Rean; Herbst, Nikolas; Kounev, Samuel; in VMware R&D Innovation Offsite (RADIO) (2015).
     

2014 [ nach oben ]

  • Optimization Method for R... - Download
    Optimization Method for Request Admission Control to Guarantee Performance Isolation. Krebs, Rouven; Schneider, Philipp; Herbst, Nikolas; in Proceedings of the 2nd International Workshop on Hot Topics in Cloud Service Scalability (HotTopiCS 2014), co-located with the 5th ACM/SPEC International Conference on Performance Engineering (ICPE 2014) (2014).
     
  • LIMBO: A Tool For Modelin... - Download
    LIMBO: A Tool For Modeling Variable Load Intensities. von Kistowski, Jóakim; Herbst, Nikolas Roman; Kounev, Samuel; in Proceedings of the 5th ACM/SPEC International Conference on Performance Engineering (ICPE 2014) (2014). 225--226.
     
  • Modeling Variations in Lo... - Download
    Modeling Variations in Load Intensity over Time. von Kistowski, Jóakim; Herbst, Nikolas Roman; Kounev, Samuel; in Proceedings of the 3rd International Workshop on Large-Scale Testing (LT 2014), co-located with the 5th ACM/SPEC International Conference on Performance Engineering (ICPE 2014) (2014). 1--4.
     
  • Using and Extending LIMBO... - Download
    Using and Extending LIMBO for the Descriptive Modeling of Arrival Behaviors. von Kistowski, Jóakim; Herbst, Nikolas Roman; Kounev, Samuel; in Proceedings of the Symposium on Software Performance 2014 (2014). 131--140.
    Best Poster Award
     

2013 [ nach oben ]

  • Elasticity in Cloud Compu... - Download
    Elasticity in Cloud Computing: What it is, and What it is Not. Herbst, Nikolas Roman; Kounev, Samuel; Reussner, Ralf; in Proceedings of the 10th International Conference on Autonomic Computing (ICAC 2013) (2013).
    Acceptance Rate (Short Paper): 36.9%