Publications
Publications of Simon Spinner
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SARDE: A Framework for Continuous and Self-Adaptive Resource Demand Estimation. in ACM Transactions on Autonomous and Adaptive Systems (2021). 15(2) Association for Computing Machinery, New York, NY, USA.
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{Chameleon: A Hybrid, Proactive Auto-Scaling Mechanism on a Level-Playing Field}. in IEEE Transactions on Parallel and Distributed Systems (2019). 30(4) 800–813. IEEE.
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Online model learning for self-aware computing infrastructures. in Journal of Systems and Software (2019). 147 1–16.
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Using Machine Learning for Recommending Service Demand Estimation Approaches. in Proceedings of the 8th International Conference on Cloud Computing and Services Science (CLOSER 2018) (2018). 473–480. SciTePress.
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{Self-Tuning Resource Demand Estimation}. in Proceedings of the 14th IEEE International Conference on Autonomic Computing (ICAC 2017) (2017). 21–26.
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Self-Aware Resource Management in Virtualized Data Centers. (2017, July). University of W{ü}rzburg, Germany.
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{Model-Based Self-Aware Performance and Resource Management Using the Descartes Modeling Language}. in Jan J{ü}rjens, Kurt Schneider (Hrsg.): Software Engineering 2017 (SE 2017), Fachtagung des GI-Fachbereichs Softwaretechnik, 21.-24. Februar 2017, Hannover, Germany (2017). Gesellschaft f{ü}r Informatik (GI), Hannover, Germany.
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{Reference Scenarios for Self-Aware Computing}. in {Self-Aware Computing Systems}, S. Kounev, J. O. Kephart, A. Milenkoski, X. Zhu (eds.) (2017). {Springer Verlag}, {Berlin Heidelberg, Germany}.
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{Run-time Models for Online Performance and Resource Management in Data Centers}. in {Self-Aware Computing Systems}, S. Kounev, J. O. Kephart, A. Milenkoski, X. Zhu (eds.) (2017). {Springer Verlag}, {Berlin Heidelberg, Germany}.
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{Self-Awareness of Cloud Applications}. in {Self-Aware Computing Systems}, S. Kounev, J. O. Kephart, A. Milenkoski, X. Zhu (eds.) (2017). {Springer Verlag}, {Berlin Heidelberg, Germany}.
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{Model-Based Self-Aware Performance and Resource Management Using the Descartes Modeling Language}. in IEEE Transactions on Software Engineering (TSE) (2017). 43(5) 432–452. IEEE Computer Society.
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{Online Learning of Run-time Models for Performance and Resource Management in Data Centers}. in {Self-Aware Computing Systems}, S. Kounev, J. O. Kephart, A. Milenkoski, X. Zhu (eds.) (2017). {Springer Verlag}, {Berlin Heidelberg, Germany}.
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{Automated Parameterization of Performance Models from Measurements}. in {Proceedings of the 7th ACM/SPEC International Conference on Performance Engineering (ICPE 2016)} (2016).
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{A Reference Architecture for Online Performance Model Extraction in Virtualized Environments}. in {Proceedings of the 2016 Workshop on Challenges in Performance Methods for Software Development (WOSP-C’16) co-located with 7th ACM/SPEC International Conference on Performance Engineering (ICPE 2016)} (2016).
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{Enabling Fluid Analysis for Queueing Petri Nets via Model Transformation}. in Electronic Notes in Theoretical Computer Science (2016). 327 71–91. Elsevier.The 8th International Workshop on Practical Application of Stochastic Modeling, PASM 2016
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{Getting the Data}. in {Modeling and Simulating Software Architectures - The Palladio Approach}, R. H. Reussner, S. Becker, J. Happe, R. Heinrich, A. Koziolek, H. Koziolek, M. Kramer, K. Krogmann (eds.) (2016). MIT Press, Cambridge, MA.In Press
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{Comparing the Accuracy of Resource Demand Measurement and Estimation Techniques}. in Computer Performance Engineering - Proceedings of the 12th European Workshop (EPEW 2015), M. Beltr{á}n, W. Knottenbelt, J. Bradley (eds.) (2015). (Vol. 9272) 115–129. Springer.
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{Resource Demand Estimation in Distributed, Service-Oriented Applications using LibReDE}. (2015, November).
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{Evaluating Approaches to Resource Demand Estimation}. in Performance Evaluation (2015). 92 51–71. Elsevier B.V.
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{Parallel Simulation of Queueing Petri Nets}. in EAI Endorsed Transactions on Industrial Networks and Intelligent Systems (2015). 16(8) ACM.
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Performance-oriented {DevOps}: {A} Research Agenda. (SPEC-RG-2015-01), (2015). SPEC Research Group --- DevOps Performance Working Group, Standard Performance Evaluation Corporation (SPEC).
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{Parallel Simulation of Queueing Petri Nets}. in Proceedings of the Eighth EAI International Conference on Simulation Tools and Techniques (SIMUTools 2015) (2015).
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{Proactive Memory Scaling of Virtualized Applications}. in VMware R&D Innovation Offsite (RADIO) (2015).
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{Proactive Memory Scaling of Virtualized Applications}. in Proceedings of the 2015 IEEE 8th International Conference on Cloud Computing (IEEE CLOUD 2015) (2015). 277–284. IEEE.Acceptance Rate: 15%
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{Parallel Simulation of Queueing Petri Nets}. (2014, November).
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{LibReDE: A Library for Resource Demand Estimation}. (2014, November).
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{Runtime Vertical Scaling of Virtualized Applications via Online Model Estimation}. in Proceedings of the 2014 IEEE Eighth International Conference on Self-Adaptive and Self-Organizing Systems (SASO) (2014). 157–166. IEEE.Acceptance Rate (Full Papers): 26%
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{Model-Based Runtime Performance Management for Virtualized Applications}. in VMware R&D Innovation Offsite (RADIO) (2014).
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{LibReDE - A library for Resource Demand Estimation}. (2014, July).
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{Resource Usage Control In Multi-Tenant Applications}. in Proceedings of the 14th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing (CCGrid 2014) (2014). 122–131. IEEE/ACM.Acceptance Rate: 19\% (54/283)
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{LibReDE: A Library for Resource Demand Estimation}. in Proceedings of the 5th ACM/SPEC International Conference on Performance Engineering (ICPE 2014) (2014). 227–228. ACM Press, New York, NY, USA.
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{Towards Online Performance Model Extraction in Virtualized Environments}. in Proceedings of the 8th Workshop on Models @ Run.time (MRT 2013) co-located with ACM/IEEE 16th International Conference on Model Driven Engineering Languages and Systems (MODELS 2013), N. Bencomo, R. France, S. G{ö}tz, B. Rumpe (eds.) (2013). 89–95. CEUR-WS.
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{Stochastic Modeling and Analysis using QPME: Queueing Petri Net Modeling Environment v2.0}. in Proceedings of the 33rd International Conference on Application and Theory of Petri Nets and Concurrency (Petri Nets 2012), S. Haddad, L. Pomello (eds.) (2012). (Vol. 7347) 388–397. Springer-Verlag, Berlin, Heidelberg.
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Introduction to Queueing Petri Nets: Modeling Formalism, Tool Support and Case Studies (Tutorial Paper). in Proceedings of the 3rd ACM/SPEC International Conference on Performance Engineering (ICPE 2012), Boston, USA, 22-25 April 2012 (2012). 9–18. ACM, New York, NY, USA.
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Model-based Techniques for Performance Engineering of Business Information Systems. in Business Modeling and Software Design, B. Shishkov (ed.) (2012). (Vol. 0109) 19–37. Springer-Verlag, Berlin, Heidelberg.
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{Evaluating Approaches to Resource Demand Estimation}. (2011, July). Karlsruhe Institute of Technology (KIT), Am Fasanengarten 5, 76131 Karlsruhe, Germany.Best Graduate Award from the Faculty of Informatics
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QPME 2.0 User’s Guide (2011). Karlsruhe Institute of Technology, Am Fasanengarten 5, 76131 Karlsruhe, Germany.
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{QPME 2.0 - A Tool for Stochastic Modeling and Analysis Using Queueing Petri Nets}. in From Active Data Management to Event-Based Systems and More, K. Sachs, I. Petrov, P. Guerrero (eds.) (2010). (Vol. 6462) 293–311. Springer-Verlag, Berlin, Heidelberg.