Intern
Chair of Computer Science II - Software Engineering

Publications

Publications of Simon Spinner

  • SARDE: A Framework for Co...
    SARDE: A Framework for Continuous and Self-Adaptive Resource Demand Estimation. Grohmann, Johannes; Eismann, Simon; Bauer, Andr{é}; Spinner, Simon; Blum, Johannes; Herbst, Nikolas; Kounev, Samuel; in ACM Transactions on Autonomous and Adaptive Systems (2021). 15(2) Association for Computing Machinery, New York, NY, USA.
  • {Chameleon: A Hybrid, Pro...
    {Chameleon: A Hybrid, Proactive Auto-Scaling Mechanism on a Level-Playing Field}. Bauer, Andr{é}; Herbst, Nikolas; Spinner, Simon; Ali-Eldin, Ahmed; Kounev, Samuel; in IEEE Transactions on Parallel and Distributed Systems (2019). 30(4) 800–813. IEEE.
  • Online model learning for...
    Online model learning for self-aware computing infrastructures. Spinner, Simon; Grohmann, Johannes; Eismann, Simon; Kounev, Samuel; in Journal of Systems and Software (2019). 147 1–16.
  • Using Machine Learning fo...
    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. SciTePress.
  • {Self-Tuning Resource Dem...
    {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). 21–26.
  • Self-Aware Resource Management in Virtualized Data Centers. Spinner, Simon; (2017, July). University of W{ü}rzburg, Germany.
  • {Model-Based Self-Aware P...
    {Model-Based Self-Aware Performance and Resource Management Using the Descartes Modeling Language}. Kounev, Samuel; Huber, Nikolaus; Brosig, Fabian; Spinner, Simon; Baehr, Manuel; 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.
  • {Reference Scenarios for ...
    {Reference Scenarios for Self-Aware Computing}. Kephart, Jeffrey O.; Maggio, Martina; Diaconescu, Ada; Giese, Holger; Hoffmann, Henry; Kounev, Samuel; Koziolek, Anne; Lewis, Peter; Robertsson, Anders; Spinner, Simon; in {Self-Aware Computing Systems}, S. Kounev, J. O. Kephart, A. Milenkoski, X. Zhu (eds.) (2017). {Springer Verlag}, {Berlin Heidelberg, Germany}.
  • {Run-time Models for Onli...
    {Run-time Models for Online Performance and Resource Management in Data Centers}. Spinner, Simon; Filieri, Antonio; Kounev, Samuel; Maggio, Martina; Robertsson, Anders; in {Self-Aware Computing Systems}, S. Kounev, J. O. Kephart, A. Milenkoski, X. Zhu (eds.) (2017). {Springer Verlag}, {Berlin Heidelberg, Germany}.
  • {Model-Based Self-Aware P...
    {Model-Based Self-Aware Performance and Resource Management Using the Descartes Modeling Language}. Huber, Nikolaus; Brosig, Fabian; Spinner, Simon; Kounev, Samuel; B{ä}hr, Manuel; in IEEE Transactions on Software Engineering (TSE) (2017). 43(5) 432–452. IEEE Computer Society.
  • {Self-Awareness of Cloud ...
    {Self-Awareness of Cloud Applications}. Iosup, Alexandru; Zhu, Xiaoyun; Merchant, Arif; Kalyvianaki, Eva; Maggio, Martina; Spinner, Simon; Abdelzaher, Tarek; Mengshoel, Ole; Bouchenak, Sara; in {Self-Aware Computing Systems}, S. Kounev, J. O. Kephart, A. Milenkoski, X. Zhu (eds.) (2017). {Springer Verlag}, {Berlin Heidelberg, Germany}.
  • {Online Learning of Run-t...
    {Online Learning of Run-time Models for Performance and Resource Management in Data Centers}. Walter, J{ü}rgen; Marco, Antinisca Di; Spinner, Simon; Inverardi, Paola; Kounev, Samuel; in {Self-Aware Computing Systems}, S. Kounev, J. O. Kephart, A. Milenkoski, X. Zhu (eds.) (2017). {Springer Verlag}, {Berlin Heidelberg, Germany}.
  • {Automated Parameterizati...
    {Automated Parameterization of Performance Models from Measurements}. Casale, Giuliano; Spinner, Simon; Wang, Weikun; in {Proceedings of the 7th ACM/SPEC International Conference on Performance Engineering (ICPE 2016)} (2016).
  • {A Reference Architecture...
    {A Reference Architecture for Online Performance Model Extraction in Virtualized Environments}. Spinner, Simon; Walter, J{ü}rgen; Kounev, Samuel; 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).
  • {Enabling Fluid Analysis ...
    {Enabling Fluid Analysis for Queueing Petri Nets via Model Transformation}. M{ü}ller, Christoph; Rygielski, Piotr; Spinner, Simon; Kounev, Samuel; in Electronic Notes in Theoretical Computer Science (2016). 327 71–91. Elsevier.
    The 8th International Workshop on Practical Application of Stochastic Modeling, PASM 2016
  • {Getting the Data}. Happe, Jens; Klatt, Benjamin; K{ü}ster, Martin; Brosig, Fabian; Wert, Alexander; Spinner, Simon; Stier, Christian; Koziolek, Heiko; 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
  • {Comparing the Accuracy o...
    {Comparing the Accuracy of Resource Demand Measurement and Estimation Techniques}. Willnecker, Felix; Dlugi, Markus; Brunnert, Andreas; Spinner, Simon; Kounev, Samuel; Krcmar, Helmut; 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.
  • {Resource Demand Estimati...
    {Resource Demand Estimation in Distributed, Service-Oriented Applications using LibReDE}. Spinner, Simon; (2015, November).
  • {Evaluating Approaches to...
    {Evaluating Approaches to Resource Demand Estimation}. Spinner, Simon; Casale, Giuliano; Brosig, Fabian; Kounev, Samuel; in Performance Evaluation (2015). 92 51–71. Elsevier B.V.
  • {Parallel Simulation of Queueing Petri Nets}. Walter, J{ü}rgen; Spinner, Simon; Kounev, Samuel; in EAI Endorsed Transactions on Industrial Networks and Intelligent Systems (2015). 16(8) ACM.
  • 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; V{ö}gele, Christian; Walter, J{ü}rgen; Wert, Alexander; (2015). SPEC Research Group --- DevOps Performance Working Group, Standard Performance Evaluation Corporation (SPEC).
  • {Parallel Simulation of Q...
    {Parallel Simulation of Queueing Petri Nets}. Walter, J{ü}rgen; Spinner, Simon; Kounev, Samuel; in Proceedings of the Eighth EAI International Conference on Simulation Tools and Techniques (SIMUTools 2015) (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).
  • {Proactive Memory Scaling...
    {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. IEEE.
    Acceptance Rate: 15%
  • {Parallel Simulation of Q...
    {Parallel Simulation of Queueing Petri Nets}. Walter, J{ü}rgen; Spinner, Simon; Kounev, Samuel; (2014, November).
  • {LibReDE: A Library for R...
    {LibReDE: A Library for Resource Demand Estimation}. Spinner, Simon; Walter, J{ü}rgen; (2014, November).
  • {Runtime Vertical Scaling...
    {Runtime Vertical Scaling of Virtualized Applications via Online Model Estimation}. Spinner, Simon; Kounev, Samuel; Zhu, Xiaoyun; Lu, Lei; Uysal, Mustafa; Holler, Anne; Griffith, Rean; 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%
  • {Model-Based Runtime Performance Management for Virtualized Applications}. Spinner, Simon; Kounev, Samuel; Zhu, Xiaoyun; Lu, Lei; Uysal, Mustafa; Holler, Anne; Griffith, Rean; Padala, Pradeep; in VMware R&D Innovation Offsite (RADIO) (2014).
  • {LibReDE - A library for ...
    {LibReDE - A library for Resource Demand Estimation}. Spinner, Simon; (2014, July).
  • {Resource Usage Control I...
    {Resource Usage Control In Multi-Tenant Applications}. Krebs, Rouven; Spinner, Simon; Ahmed, Nadia; Kounev, Samuel; 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)
  • {LibReDE: A Library for R...
    {LibReDE: A Library for Resource Demand Estimation}. Spinner, Simon; Casale, Giuliano; Zhu, Xiaoyun; Kounev, Samuel; in Proceedings of the 5th ACM/SPEC International Conference on Performance Engineering (ICPE 2014) (2014). 227–228. ACM Press, New York, NY, USA.
  • {Towards Online Performan...
    {Towards Online Performance Model Extraction in Virtualized Environments}. Spinner, Simon; Kounev, Samuel; Zhu, Xiaoyun; Uysal, Mustafa; 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.
  • {Stochastic Modeling and ...
    {Stochastic Modeling and Analysis using QPME: Queueing Petri Net Modeling Environment v2.0}. Spinner, Simon; Kounev, Samuel; Meier, Philipp; 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.
  • Introduction to Queueing ...
    Introduction to Queueing Petri Nets: Modeling Formalism, Tool Support and Case Studies (Tutorial Paper). Kounev, Samuel; Spinner, Simon; Meier, Philipp; 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.
  • Model-based Techniques fo...
    Model-based Techniques for Performance Engineering of Business Information Systems. Kounev, Samuel; Huber, Nikolaus; Spinner, Simon; Brosig, Fabian; in Business Modeling and Software Design, B. Shishkov (ed.) (2012). (Vol. 0109) 19–37. Springer-Verlag, Berlin, Heidelberg.
  • {Evaluating Approaches to...
    {Evaluating Approaches to Resource Demand Estimation}. Spinner, Simon; (2011, July). Karlsruhe Institute of Technology (KIT), Am Fasanengarten 5, 76131 Karlsruhe, Germany.
    Best Graduate Award from the Faculty of Informatics
  • QPME 2.0 User’s Guide Kounev, Samuel; Spinner, Simon; Walter, J{ü}rgen; (2011). Karlsruhe Institute of Technology, Am Fasanengarten 5, 76131 Karlsruhe, Germany.
  • {QPME 2.0 - A Tool for Stochastic Modeling and Analysis Using Queueing Petri Nets}. Kounev, Samuel; Spinner, Simon; Meier, Philipp; 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.