Nikolas Herbst

69 papers A* 2A 2B 14C 2Journal 25Unranked 20

Year	Rank	Type	Title / Venue / Authors
2026	—	`conf`	From Monolith to Serverless: Running a Component-Based Scientific Workflow Across Execution Paradigms. ICPE Companion Lorenz Gruber, Nikolas Herbst, Marcin Copik, Samuel Kounev
2026	—	`conf`	HotCloudPerf'26 Workshop Chairs' Welcome. ICPE Companion Klervie Toczé, Nikolas Herbst, Sacheendra Talluri, Marcin Copik
2026	—	`conf`	Towards a Blackboard-based Scientific Workflow Orchestration: A Proof-of-Concept Implementation (Poster Paper). ICPE Companion David Linke, Lorenz Gruber, David Dingel, Nicola Ferger, Nikolas Herbst, Samuel Kounev
2025	J	`jnl`	Continuous Earth Observation of Forest Dynamics and Biodiversity. Commun. ACM Nikolas Herbst, Mareike Kortmann, Niklas Jaggy, Frank Thonfeld, Cristina L. Abad, Claudia Kuenzer, Jörg Müller, Samuel Kounev
2025	B	`conf`	PARAGRAPH: Phase-Aware Resource Demand Profiling for HPDA/HPC Jobs. ICPE Ivo Rohwer, Nikolas Herbst, Maximilian Schwinger, Peter Friedl, Michael Stephan, Samuel Kounev
2025	—	`conf`	The FISHNET Case Study on Implementing and Scaling a Complex Earth Observation Workflow. eScience Lorenz Gruber, Nikolas Herbst, Peter Friedl, Thanh Thi Nguyen, Thomas Esch, Samuel Kounev
2024	J	`jnl`	ExDe: Design space exploration of scheduler architectures and mechanisms for serverless data-processing. Future Gener. Comput. Syst. Sacheendra Talluri, Nikolas Herbst, Cristina L. Abad, Tiziano De Matteis, Alexandru Iosup
2024	J	`jnl`	Modelling and Optimizing a Graph-based Settlement Delineation and Analysis Workflow. Softwaretechnik-Trends Lorenz Gruber, Nikolas Herbst, Samuel Kounev, Thomas Esch, Thanh Nguyen
2024	J	`jnl`	On the Realisation of a Workflow for Continuous Earth Observation of Forest Dynamics: A Performance Engineering Challenge. Softwaretechnik-Trends Nikolas Herbst, Niklas Jaggy, David Dingel, David Linke, Claudia Kuenzer, Samuel Kounev
2024	—	`conf`	Resource Demand Profiling of Monolithic Workflows. ICPE (Companion) Ivo Rohwer, Maximilian Schwinger, Nikolas Herbst, Peter Friedl, Michael Stephan, Samuel Kounev
2024	—	`conf`	The Seventh Workshop on Hot Topics in Cloud Computing Performance (HotCloudPerf-2024). ICPE (Companion) Dragi Kimovski, Klervie Toczé, Nikolas Herbst, Tiziano De Matteis
2023	—	`conf`	A Trace-driven Performance Evaluation of Hash-based Task Placement Algorithms for Cache-enabled Serverless Computing. CF Sacheendra Talluri, Nikolas Herbst, Cristina L. Abad, Animesh Trivedi, Alexandru Iosup
2023	B	`conf`	An Empirical Study of Container Image Configurations and Their Impact on Start Times. CCGrid Martin Straesser, André Bauer, Robert Leppich, Nikolas Herbst, Kyle Chard, Ian T. Foster, Samuel Kounev
2023	—	`conf`	HotCloudPerf'23 Workshop Chairs' Welcome. ICPE (Companion) Klervie Toczé, Cristina L. Abad, Nikolas Herbst, Alexandru Iosup
2023	J	`jnl`	Serverless Computing: What It Is, and What It Is Not? Commun. ACM Samuel Kounev, Nikolas Herbst, Cristina L. Abad, Alexandru Iosup, Ian T. Foster, Prashant J. Shenoy, Omer F. Rana, Andrew A. Chien
2023	J	`jnl`	Telescope: An Automated Hybrid Forecasting Approach on a Level-Playing Field. CoRR André Bauer, Mark Leznik, Michael Stenger, Robert Leppich, Nikolas Herbst, Samuel Kounev, Ian T. Foster
2022	B	`ed.`	ICPE '22: ACM/SPEC International Conference on Performance Engineering, Bejing, China, April 9 - 13, 2022 ICPE Dan Feng, Steffen Becker, Nikolas Herbst, Philipp Leitner
2022	—	`ed.`	ICPE '22: ACM/SPEC International Conference on Performance Engineering, Bejing, China, April 9 - 13, 2022, Companion Volume ICPE (Companion) Dan Feng, Steffen Becker, Nikolas Herbst, Philipp Leitner, Arthur Kang
2022	J	`jnl`	The State of Serverless Applications: Collection, Characterization, and Community Consensus. IEEE Trans. Software Eng. Simon Eismann, Joel Scheuner, Erwin Van Eyk, Maximilian Schwinger, Johannes Grohmann, Nikolas Herbst, Cristina L. Abad, Alexandru Iosup
2021	B	`conf`	Libra: A Benchmark for Time Series Forecasting Methods. ICPE André Bauer, Marwin Züfle, Simon Eismann, Johannes Grohmann, Nikolas Herbst, Samuel Kounev
2021	J	`jnl`	Methodological Principles for Reproducible Performance Evaluation in Cloud Computing. IEEE Trans. Software Eng. Alessandro Vittorio Papadopoulos, Laurens Versluis, André Bauer, Nikolas Herbst, Jóakim von Kistowski, Ahmed Ali-Eldin, Cristina L. Abad, José Nelson Amaral, Petr Tuma, Alexandru Iosup
2021	J	`jnl`	SARDE: A Framework for Continuous and Self-Adaptive Resource Demand Estimation. ACM Trans. Auton. Adapt. Syst. Johannes Grohmann, Simon Eismann, André Bauer, Simon Spinner, Johannes Blum, Nikolas Herbst, Samuel Kounev
2021	J	`jnl`	Serverless Applications: Why, When, and How? IEEE Softw. Simon Eismann, Joel Scheuner, Erwin Van Eyk, Maximilian Schwinger, Johannes Grohmann, Nikolas Herbst, Cristina L. Abad, Alexandru Iosup
2021	J	`jnl`	Serverless Computing (Dagstuhl Seminar 21201). Dagstuhl Reports Cristina L. Abad, Ian T. Foster, Nikolas Herbst, Alexandru Iosup
2021	A	`conf`	Sizeless: predicting the optimal size of serverless functions. Middleware Simon Eismann, Long Bui, Johannes Grohmann, Cristina L. Abad, Nikolas Herbst, Samuel Kounev
2021	B	`conf`	SuanMing: Explainable Prediction of Performance Degradations in Microservice Applications. ICPE Johannes Grohmann, Martin Straesser, Avi Chalbani, Simon Eismann, Yair Arian, Nikolas Herbst, Noam Peretz, Samuel Kounev
2021	B	`conf`	The Fourth Workshop on Hot Topics in Cloud Computing Performance (HotCloudPerf'21): Benchmarking in the Cloud. ICPE Cristina L. Abad, Nikolas Herbst, Alexandru Uta, Alexandru Iosup
2020	B	`conf`	3rd Workshop on Hot Topics in Cloud Computing Performance (HotCloudPerf'20): Performance Variability. ICPE Alexandru Uta, Dmitry Duplyakin, Cristina L. Abad, Nikolas Herbst, Alexandru Iosup
2020	J	`jnl`	A Review of Serverless Use Cases and their Characteristics. CoRR Simon Eismann, Joel Scheuner, Erwin Van Eyk, Maximilian Schwinger, Johannes Grohmann, Nikolas Herbst, Cristina L. Abad, Alexandru Iosup
2020	J	`jnl`	A Taxonomy of Techniques for SLO Failure Prediction in Software Systems. Comput. Johannes Grohmann, Nikolas Herbst, Avi Chalbani, Yair Arian, Noam Peretz, Samuel Kounev
2020	J	`jnl`	Agile Scalability Engineering: The ScrumScale Method. IEEE Softw. Gunnar Brataas, Geir Kjetil Hanssen, Nikolas Herbst, André van Hoorn
2020	B	`conf`	An Automated Forecasting Framework based on Method Recommendation for Seasonal Time Series. ICPE André Bauer, Marwin Züfle, Johannes Grohmann, Norbert Schmitt, Nikolas Herbst, Samuel Kounev
2020	—	`conf`	Methodological Principles for Reproducible Performance Evaluation in Cloud Computing. SE Alessandro Vittorio Papadopoulos, Laurens Versluis, André Bauer, Nikolas Herbst, Jóakim von Kistowski, Ahmed Ali-Eldin, Cristina L. Abad, José Nelson Amaral, Petr Tuma, Alexandru Iosup
2020	B	`conf`	Predicting the Costs of Serverless Workflows. ICPE Simon Eismann, Johannes Grohmann, Erwin Van Eyk, Nikolas Herbst, Samuel Kounev
2020	J	`jnl`	Sizeless: Predicting the optimal size of serverless functions. CoRR Simon Eismann, Long Bui, Johannes Grohmann, Cristina L. Abad, Nikolas Herbst, Samuel Kounev
2020	A*	`conf`	Telescope: An Automatic Feature Extraction and Transformation Approach for Time Series Forecasting on a Level-Playing Field. ICDE André Bauer, Marwin Züfle, Nikolas Herbst, Samuel Kounev, Valentin Curtef
2020	J	`jnl`	Time Series Forecasting for Self-Aware Systems. Proc. IEEE André Bauer, Marwin Züfle, Nikolas Herbst, Albin Zehe, Andreas Hotho, Samuel Kounev
2019	J	`jnl`	10th Symposium on Software Performance (SSP) Würzburg, November 5-6, 2019. Softwaretechnik-Trends Nikolas Herbst, Ralf H. Reussner
2019	—	`conf`	Autonomic Forecasting Method Selection: Examination and Ways Ahead. ICAC Marwin Züfle, André Bauer, Veronika Lesch, Christian Krupitzer, Nikolas Herbst, Samuel Kounev, Valentin Curtef
2019	—	`conf`	Best Practices for Time Series Forecasting (Tutorial). FAS*W@SASO/ICAC André Bauer, Marwin Züfle, Nikolas Herbst, Samuel Kounev
2019	J	`jnl`	Chameleon: A Hybrid, Proactive Auto-Scaling Mechanism on a Level-Playing Field. IEEE Trans. Parallel Distributed Syst. André Bauer, Nikolas Herbst, Simon Spinner, Ahmed Ali-Eldin, Samuel Kounev
2019	A	`conf`	Chamulteon: Coordinated Auto-Scaling of Micro-Services. ICDCS André Bauer, Veronika Lesch, Laurens Versluis, Alexey Ilyushkin, Nikolas Herbst, Samuel Kounev
2019	C	`conf`	Kaa: Evaluating Elasticity of Cloud-Hosted DBMS. CloudCom Daniel Seybold, Simon Volpert, Stefan Wesner, André Bauer, Nikolas Herbst, Jörg Domaschka
2019	—	`conf`	Systematic Search for Optimal Resource Configurations of Distributed Applications. FAS*W@SASO/ICAC André Bauer, Simon Eismann, Johannes Grohmann, Nikolas Herbst, Samuel Kounev
2019	J	`jnl`	The SPEC-RG Reference Architecture for FaaS: From Microservices and Containers to Serverless Platforms. IEEE Internet Comput. Erwin Van Eyk, Alexandru Iosup, Johannes Grohmann, Simon Eismann, André Bauer, Laurens Versluis, Lucian Toader, Norbert Schmitt, Nikolas Herbst, Cristina L. Abad
2019	—	`conf`	Utilizing Clustering to Optimize Resource Demand Estimation Approaches. FAS*W@SASO/ICAC Johannes Grohmann, Simon Eismann, André Bauer, Marwin Züfle, Nikolas Herbst, Samuel Kounev
2018	J	`jnl`	An Experimental Performance Evaluation of Autoscalers for Complex Workflows. ACM Trans. Model. Perform. Evaluation Comput. Syst. Alexey Ilyushkin, Ahmed Ali-Eldin, Nikolas Herbst, André Bauer, Alessandro Vittorio Papadopoulos, Dick H. J. Epema, Alexandru Iosup
2018	B	`conf`	FOX: Cost-Awareness for Autonomic Resource Management in Public Clouds. ICPE Veronika Lesch, André Bauer, Nikolas Herbst, Samuel Kounev
2018	—	`ch.`	Methods and Benchmarks for Auto-Scaling Mechanisms in Elastic Cloud Environments. Ausgezeichnete Informatikdissertationen Nikolas Herbst
2018	—	`conf`	On the Value of Service Demand Estimation for Auto-scaling. MMB André Bauer, Johannes Grohmann, Nikolas Herbst, Samuel Kounev
2018	J	`jnl`	Quantifying Cloud Performance and Dependability: Taxonomy, Metric Design, and Emerging Challenges. ACM Trans. Model. Perform. Evaluation Comput. Syst. Nikolas Herbst, André Bauer, Samuel Kounev, Giorgos Oikonomou, Erwin Van Eyk, George Kousiouris, Athanasia Evangelinou, Rouven Krebs, Tim Brecht, Cristina L. Abad, Alexandru Iosup
2018	—	`conf`	TeaStore: A Micro-Service Reference Application for Cloud Researchers. UCC Companion Simon Eismann, Jóakim von Kistowski, Johannes Grohmann, André Bauer, Norbert Schmitt, Nikolas Herbst, Samuel Kounev
2018	C	`conf`	Using Machine Learning for Recommending Service Demand Estimation Approaches - Position Paper. CLOSER Johannes Grohmann, Nikolas Herbst, Simon Spinner, Samuel Kounev
2017	B	`conf`	An Experimental Performance Evaluation of Autoscaling Policies for Complex Workflows. ICPE Alexey Ilyushkin, Ahmed Ali-Eldin, Nikolas Herbst, Alessandro Vittorio Papadopoulos, Bogdan Ghit, Dick H. J. Epema, Alexandru Iosup
2017	B	`conf`	Design and Evaluation of a Proactive, Application-Aware Auto-Scaler: Tutorial Paper. ICPE André Bauer, Nikolas Herbst, Samuel Kounev
2017	—	`ch.`	Metrics and Benchmarks for Self-aware Computing Systems. Self-Aware Computing Systems Nikolas Herbst, Steffen Becker, Samuel Kounev, Heiko Koziolek, Martina Maggio, Aleksandar Milenkoski, Evgenia Smirni
2017	J	`jnl`	Modeling and Extracting Load Intensity Profiles. ACM Trans. Auton. Adapt. Syst. Jóakim von Kistowski, Nikolas Herbst, Samuel Kounev, Henning Groenda, Christian Stier, Sebastian Lehrig
2017	—	`ch.`	Online Workload Forecasting. Self-Aware Computing Systems Nikolas Herbst, Ayman A. Amin, Artur Andrzejak, Lars Grunske, Samuel Kounev, Ole J. Mengshoel, Priya Krishnan Sundararajan
2017	—	`conf`	Scalability Analysis of Cloud Software Services. ICAC Gunnar Brataas, Nikolas Herbst, Simon Ivansek, Jure Polutnik
2017	—	`conf`	Self-Tuning Resource Demand Estimation. ICAC Johannes Grohmann, Nikolas Herbst, Simon Spinner, Samuel Kounev
2016	J	`jnl`	Ready for Rain? A View from SPEC Research on the Future of Cloud Metrics. CoRR Nikolas Herbst, Rouven Krebs, Giorgos Oikonomou, George Kousiouris, Athanasia Evangelinou, Alexandru Iosup, Samuel Kounev
2015	J	`jnl`	ICSE 2015 SIGSOFT CAPS Report. ACM SIGSOFT Softw. Eng. Notes Nikolas Herbst
2015	—	`conf`	Modeling and Extracting Load Intensity Profiles. SEAMS@ICSE Jóakim von Kistowski, Nikolas Herbst, Daniel Zoller, Samuel Kounev, Andreas Hotho
2015	J	`jnl`	Performance-oriented DevOps: A Research Agenda. CoRR Andreas Brunnert, André van Hoorn, Felix Willnecker, Alexandru Danciu, Wilhelm Hasselbring, Christoph Heger, Nikolas Herbst, Pooyan Jamshidi, Reiner Jung, Jóakim von Kistowski, Anne Koziolek, Johannes Kroß, Simon Spinner, Christian Vögele, Jürgen Walter, Alexander Wert
2015	B	`conf`	Proactive Memory Scaling of Virtualized Applications. CLOUD Simon Spinner, Nikolas Herbst, Samuel Kounev, Xiaoyun Zhu, Lei Lu, Mustafa Uysal, Rean Griffith
2014	B	`conf`	LIMBO: a tool for modeling variable load intensities. ICPE Jóakim von Kistowski, Nikolas Herbst, Samuel Kounev
2014	—	`conf`	Optimization Method for Request Admission Control to Guarantee Performance Isolation. HotTopiCS@ICPE Rouven Krebs, Philipp Schneider, Nikolas Herbst
2014	—	`conf`	Towards a Resource Elasticity Benchmark for Cloud Environments. HotTopiCS@ICPE Andreas Weber, Nikolas Herbst, Henning Groenda, Samuel Kounev
2014	A*	`conf`	Using and Extending LIMBO for the Descriptive Modeling of Arrival Behaviors. SoSP Jóakim von Kistowski, Nikolas Herbst, Samuel Kounev