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2Run-time Models for Online Performance and Resource Management in Data Centers
S. Spinner, A. Filieri, S. Kounev, M. Maggio, and A. Robertsson. Self-Aware Computing Systems, Springer Verlag, Berlin Heidelberg, Germany, (2017)
5 years ago by @se-group
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Analytical_and_simulation-based_analysis
Application_quality_of_service_management
Cloud
Dagstuhl_Book_Chapter
Formal_architecture_modeling
Performance
Prediction
Resource_management
Self-adaptive-systems
Self-aware-computing
Survey
descartes
t_bookchapter
Analytical_and_simulation-based_analysisApplication_quality_of_service_managementCloudDagstuhl_Book_ChapterFormal_architecture_modelingPerformancePredictionResource_managementSelf-adaptive-systemsSelf-aware-computingSurveydescartest_bookchapter
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3Reference Scenarios for Self-Aware Computing
J. Kephart, M. Maggio, A. Diaconescu, H. Giese, H. Hoffmann, S. Kounev, A. Koziolek, P. Lewis, A. Robertsson, and S. Spinner. Self-Aware Computing Systems, Springer Verlag, Berlin Heidelberg, Germany, (2017)
5 years ago by @se-group
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4Model-Based Self-Aware Performance and Resource Management Using the Descartes Modeling Language
N. Huber, F. Brosig, S. Spinner, S. Kounev, and M. Bähr. IEEE Transactions on Software Engineering (TSE), 43 (5): 432--452 (2017)
5 years ago by @se-group
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Analytical_and_simulation-based_analysis
Application-aware
Application_quality_of_service_management
Cloud
DML
DQL
Design_of_software_and_systems
Elasticity
Formal_architecture_modeling
Meta-models
Multi-criteria_optimization
Online_monitoring_and_forecasting
Optimization
Performance
Power-energy_efficient_computing
Prediction
Resource_management
Self-adaptive-systems
Self-aware-computing
Simulation
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Analytical_and_simulation-based_analysisApplication-awareApplication_quality_of_service_managementCloudDMLDQLDesign_of_software_and_systemsElasticityFormal_architecture_modelingMeta-modelsMulti-criteria_optimizationOnline_monitoring_and_forecastingOptimizationPerformancePower-energy_efficient_computingPredictionResource_managementSelf-adaptive-systemsSelf-aware-computingSimulationdescartest_journalmagazine
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3Online Learning of Run-time Models for Performance and Resource Management in Data Centers
J. Walter, A. Marco, S. Spinner, P. Inverardi, and S. Kounev. Self-Aware Computing Systems, Springer Verlag, Berlin Heidelberg, Germany, (2017)
5 years ago by @se-group
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PMX
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Statistical_estimation_and_machine_learning
Survey
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Analytical_and_simulation-based_analysisApplication_quality_of_service_managementAutomated_model_learningCloudDagstuhl_Book_ChapterPMXPerformancePredictionResource_managementSelf-adaptive-systemsSelf-aware-computingStatistical_estimation_and_machine_learningSurveydescartest_bookchapter
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7Proactive Memory Scaling of Virtualized Applications
S. Spinner, N. Herbst, S. Kounev, X. Zhu, L. Lu, M. Uysal, and R. Griffith. Proceedings of the 2015 IEEE 8th International Conference on Cloud Computing (IEEE CLOUD 2015), page 277--284. IEEE, (June 2015)Acceptance Rate: 15%.
5 years ago by @se-group
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Instrumentation_profiling_and_workload_characterization
Online_monitoring_and_forecasting
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Self-adaptive-systems
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Virtualization
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3Runtime Vertical Scaling of Virtualized Applications via Online Model Estimation
S. Spinner, S. Kounev, X. Zhu, L. Lu, M. Uysal, A. Holler, and R. Griffith. Proceedings of the 2014 IEEE Eighth International Conference on Self-Adaptive and Self-Organizing Systems (SASO), page 157--166. IEEE, (September 2014)Acceptance Rate (Full Papers): 26%.
5 years ago by @se-group
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Analytical_and_simulation-based_analysis
Application_quality_of_service_management
Automated_model_learning
Elasticity
Instrumentation_profiling_and_workload_characterization
Performance
Prediction
Resource_management
Self-adaptive-systems
Self-aware-computing
Statistical_estimation_and_machine_learning
Virtualization
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Analytical_and_simulation-based_analysisApplication_quality_of_service_managementAutomated_model_learningElasticityInstrumentation_profiling_and_workload_characterizationPerformancePredictionResource_managementSelf-adaptive-systemsSelf-aware-computingStatistical_estimation_and_machine_learningVirtualizationdescartest_full
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3Resource Usage Control In Multi-Tenant Applications
R. Krebs, S. Spinner, N. Ahmed, and S. Kounev. Proceedings of the 14th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing (CCGrid 2014), page 122-131. IEEE/ACM, (May 2014)Acceptance Rate: 19\% (54/283).
5 years ago by @se-group
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2Run-time Models for Online Performance and Resource Management in Data Centers

3Reference Scenarios for Self-Aware Computing

4Model-Based Self-Aware Performance and Resource Management Using the Descartes Modeling Language

3Online Learning of Run-time Models for Performance and Resource Management in Data Centers

7Proactive Memory Scaling of Virtualized Applications

3Runtime Vertical Scaling of Virtualized Applications via Online Model Estimation

3Resource Usage Control In Multi-Tenant Applications

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