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2Flexible Performance Predictions at Run-time
S. Eismann. HotCloudperf 2018, (April 2018)
5 years ago by @se-group
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DML
Statistical_estimation_and_machine_learning
se2_talk
Performance
Simulation
t_talk
Prediction
descartes
Automated_model_learning
Meta-models
Analytical_and_simulation-based_analysis
DMLStatistical_estimation_and_machine_learningse2_talkPerformanceSimulationt_talkPredictiondescartesAutomated_model_learningMeta-modelsAnalytical_and_simulation-based_analysis
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5The Vision of Self-Aware Performance Models
J. Grohmann, S. Eismann, and S. Kounev. 2018 IEEE International Conference on Software Architecture Companion (ICSA-C), page 60--63. (April 2018)
5 years ago by @se-group
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Analytical_and_simulation-based_analysis
Automated_model_learning
DML
Online_monitoring_and_forecasting
Optimization
Performance
Prediction
Self-adaptive-systems
Self-aware-computing
Simulation
Statistical_estimation_and_machine_learning
descartes
t_visionposition
Analytical_and_simulation-based_analysisAutomated_model_learningDMLOnline_monitoring_and_forecastingOptimizationPerformancePredictionSelf-adaptive-systemsSelf-aware-computingSimulationStatistical_estimation_and_machine_learningdescartest_visionposition
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5The Vision of Self-Aware Performance Models
J. Grohmann, S. Eismann, and S. Kounev. 2018 IEEE International Conference on Software Architecture Companion (ICSA-C), page 60--63. (April 2018)
5 years ago by @samuel.kounev
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Analytical_and_simulation-based_analysis
Automated_model_learning
DML
Online_monitoring_and_forecasting
Optimization
Performance
Prediction
Self-adaptive-systems
Self-aware-computing
Simulation
Statistical_estimation_and_machine_learning
descartes
t_visionposition
myown
Analytical_and_simulation-based_analysisAutomated_model_learningDMLOnline_monitoring_and_forecastingOptimizationPerformancePredictionSelf-adaptive-systemsSelf-aware-computingSimulationStatistical_estimation_and_machine_learningdescartest_visionpositionmyown
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5The Vision of Self-Aware Performance Models
J. Grohmann, S. Eismann, and S. Kounev. 2018 IEEE International Conference on Software Architecture Companion (ICSA-C), page 60--63. (April 2018)
5 years ago by @simon.eismann
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Analytical_and_simulation-based_analysis
Automated_model_learning
DML
Online_monitoring_and_forecasting
Optimization
Performance
Prediction
Self-adaptive-systems
Self-aware-computing
Simulation
Statistical_estimation_and_machine_learning
descartes
t_visionposition
myown
Analytical_and_simulation-based_analysisAutomated_model_learningDMLOnline_monitoring_and_forecastingOptimizationPerformancePredictionSelf-adaptive-systemsSelf-aware-computingSimulationStatistical_estimation_and_machine_learningdescartest_visionpositionmyown
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2Flexible Performance Predictions at Run-time
S. Eismann. HotCloudperf 2018, (April 2018)
5 years ago by @simon.eismann
show all tags
Analytical_and_simulation-based_analysis
Performance
Automated_model_learning
descartes
Meta-models
se2_talk
myown
Simulation
t_talk
Statistical_estimation_and_machine_learning
Prediction
DML
Analytical_and_simulation-based_analysisPerformanceAutomated_model_learningdescartesMeta-modelsse2_talkmyownSimulationt_talkStatistical_estimation_and_machine_learningPredictionDML
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3Enriching Software Architecture Models with Statistical Models for Performance Prediction in Modern Storage Environments
Q. Noorshams, R. Reeb, A. Rentschler, S. Kounev, and R. Reussner. Proceedings of the 17th International ACM Sigsoft Symposium on Component-based Software Engineering, page 45--54. New York, NY, USA, ACM, (June 2014)Acceptance Rate (Full Paper): 14/62 = 23\%..
5 years ago by @se-group
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Instrumentation_profiling_and_workload_characterization
Statistical_estimation_and_machine_learning
t_full
Performance
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SPA
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Formal_architecture_modeling
Prediction
Storage
Analytical_and_simulation-based_analysis
descartes
Instrumentation_profiling_and_workload_characterizationStatistical_estimation_and_machine_learningt_fullPerformanceSimulationSPAAutomated_model_learningFormal_architecture_modelingPredictionStorageAnalytical_and_simulation-based_analysisdescartes
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5The Vision of Self-Aware Performance Models
J. Grohmann, S. Eismann, and S. Kounev. 2018 IEEE International Conference on Software Architecture Companion (ICSA-C), page 60--63. (April 2018)
5 years ago by @joh.grohmann
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Analytical_and_simulation-based_analysis
Automated_model_learning
DML
Online_monitoring_and_forecasting
Optimization
Performance
Prediction
Self-adaptive-systems
Self-aware-computing
Simulation
Statistical_estimation_and_machine_learning
descartes
t_visionposition
myown
Analytical_and_simulation-based_analysisAutomated_model_learningDMLOnline_monitoring_and_forecastingOptimizationPerformancePredictionSelf-adaptive-systemsSelf-aware-computingSimulationStatistical_estimation_and_machine_learningdescartest_visionpositionmyown
(0)
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3Enriching Software Architecture Models with Statistical Models for Performance Prediction in Modern Storage Environments
Q. Noorshams, R. Reeb, A. Rentschler, S. Kounev, and R. Reussner. Proceedings of the 17th International ACM Sigsoft Symposium on Component-based Software Engineering, page 45--54. New York, NY, USA, ACM, (June 2014)Acceptance Rate (Full Paper): 14/62 = 23\%..
5 years ago by @samuel.kounev
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Analytical_and_simulation-based_analysis
Performance
Automated_model_learning
Instrumentation_profiling_and_workload_characterization
descartes
Storage
Formal_architecture_modeling
t_full
myown
Simulation
Statistical_estimation_and_machine_learning
Prediction
SPA
Analytical_and_simulation-based_analysisPerformanceAutomated_model_learningInstrumentation_profiling_and_workload_characterizationdescartesStorageFormal_architecture_modelingt_fullmyownSimulationStatistical_estimation_and_machine_learningPredictionSPA
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2Flexible Performance Predictions at Run-time

5The Vision of Self-Aware Performance Models

5The Vision of Self-Aware Performance Models

5The Vision of Self-Aware Performance Models

2Flexible Performance Predictions at Run-time

3Enriching Software Architecture Models with Statistical Models for Performance Prediction in Modern Storage Environments

5The Vision of Self-Aware Performance Models

3Enriching Software Architecture Models with Statistical Models for Performance Prediction in Modern Storage Environments

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