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1Performance Evaluation: Metrics, Models and Benchmarks, Proceedings of the 2008 SPEC International Performance Evaluation Workshop (SIPEW 2008), Darmstadt, Germany, June 27-28
K. Sachs. volume 5119 of Lecture Notes in Computer Science (LNCS), Heidelberg, Germany, Springer, (June 2008)
5 years ago by @se-group
show all tags
Analytical_and_simulation-based_analysis
Application_quality_of_service_management
Automated_model_learning
Formal_architecture_modeling
Instrumentation_profiling_and_workload_characterization
Meta-models
Metrics_and_benchmarking_methodologies
Online_monitoring_and_forecasting
Optimization
Performance
Power
Power-energy_efficient_computing
Prediction
Resource_management
SPEC
Simulation
t_workshop
Analytical_and_simulation-based_analysisApplication_quality_of_service_managementAutomated_model_learningFormal_architecture_modelingInstrumentation_profiling_and_workload_characterizationMeta-modelsMetrics_and_benchmarking_methodologiesOnline_monitoring_and_forecastingOptimizationPerformancePowerPower-energy_efficient_computingPredictionResource_managementSPECSimulationt_workshop
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6FOX: Cost-Awareness for Autonomic Resource Management in Public Clouds
V. Lesch, A. Bauer, N. Herbst, and S. Kounev. Proceedings of the 9th ACM/SPEC International Conference on Performance Engineering (ICPE 2018), New York, NY, USA, ACM, (April 2018)Full Paper Acceptance Ratio: 23,7%.
5 years ago by @se-group
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Resource_management
Cloud
Optimization
Online_monitoring_and_forecasting
Tool
t_full
BUNGEE
Performance
Prediction
Self-aware-computing
descartes
Elasticity
Resource_managementCloudOptimizationOnline_monitoring_and_forecastingToolt_fullBUNGEEPerformancePredictionSelf-aware-computingdescartesElasticity
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3Online Workload Forecasting
N. Herbst, A. Amin, A. Andrzejak, L. Grunske, S. Kounev, O. Mengshoel, and P. Sundararajan. Self-Aware Computing Systems, Springer Verlag, Berlin Heidelberg, Germany, (2017)
5 years ago by @se-group
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Dagstuhl_Book_Chapter
Online_monitoring_and_forecasting
Optimization
Prediction
Resource_management
Self-aware-computing
Survey
WCF
descartes
t_bookchapter
Dagstuhl_Book_ChapterOnline_monitoring_and_forecastingOptimizationPredictionResource_managementSelf-aware-computingSurveyWCFdescartest_bookchapter
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7A Model-Based Approach to Designing Self-Aware IT Systems and Infrastructures
S. Kounev, N. Huber, F. Brosig, and X. Zhu. IEEE Computer, 49 (7): 53-61 (July 2016)
5 years ago by @se-group
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Analytical_and_simulation-based_analysis
Application-aware
Application_quality_of_service_management
Cloud
DML
Design_of_software_and_systems
Elasticity
Formal_architecture_modeling
Meta-models
Online_monitoring_and_forecasting
Optimization
Performance
Power-energy_efficient_computing
Prediction
Resource_management
Self-adaptive-systems
Self-aware-computing
Simulation
descartes
t_journalmagazine
Analytical_and_simulation-based_analysisApplication-awareApplication_quality_of_service_managementCloudDMLDesign_of_software_and_systemsElasticityFormal_architecture_modelingMeta-modelsOnline_monitoring_and_forecastingOptimizationPerformancePower-energy_efficient_computingPredictionResource_managementSelf-adaptive-systemsSelf-aware-computingSimulationdescartest_journalmagazine
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2Soft Reservations: Uncertainty-Aware Resource Reservations in IaaS Environments
S. Mohammadi, S. Kounev, A. Juan-Verdejo, and B. Surajbali. Proceedings of the 3rd International Symposium on Business Modeling and Software Design (BMSD 2013), (2013)
5 years ago by @se-group
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Application_quality_of_service_management
Cloud
Elasticity
Online_monitoring_and_forecasting
Optimization
Performance
Prediction
Resource_management
Virtualization
descartes
t_short
Application_quality_of_service_managementCloudElasticityOnline_monitoring_and_forecastingOptimizationPerformancePredictionResource_managementVirtualizationdescartest_short
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2Performance Evaluation: Metrics, Models and Benchmarks, Proceedings of the 2008 SPEC International Performance Evaluation Workshop (SIPEW 2008), Darmstadt, Germany, June 27-28
S. Kounev. volume 5119 of Lecture Notes in Computer Science (LNCS), Heidelberg, Germany, Springer, (June 2008)
5 years ago by @se-group
show all tags
Analytical_and_simulation-based_analysis
Application_quality_of_service_management
Automated_model_learning
Formal_architecture_modeling
Instrumentation_profiling_and_workload_characterization
Meta-models
Metrics_and_benchmarking_methodologies
Online_monitoring_and_forecasting
Optimization
Performance
Power
Power-energy_efficient_computing
Prediction
Resource_management
SPEC
Simulation
descartes
t_proceedings
Analytical_and_simulation-based_analysisApplication_quality_of_service_managementAutomated_model_learningFormal_architecture_modelingInstrumentation_profiling_and_workload_characterizationMeta-modelsMetrics_and_benchmarking_methodologiesOnline_monitoring_and_forecastingOptimizationPerformancePowerPower-energy_efficient_computingPredictionResource_managementSPECSimulationdescartest_proceedings
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2ICPE'11 - 2nd Joint ACM/SPEC International Conference on Performance Engineering, Karlsruhe, Germany, March 14--16, 2011
S. Kounev. New York, NY, USA, ACM, (March 2011)
5 years ago by @se-group
show all tags
Analytical_and_simulation-based_analysis
Application_quality_of_service_management
Automated_model_learning
Formal_architecture_modeling
Instrumentation_profiling_and_workload_characterization
Meta-models
Metrics_and_benchmarking_methodologies
Online_monitoring_and_forecasting
Optimization
Performance
Power
Power-energy_efficient_computing
Prediction
Resource_management
SPEC
Simulation
descartes
t_proceedings
Analytical_and_simulation-based_analysisApplication_quality_of_service_managementAutomated_model_learningFormal_architecture_modelingInstrumentation_profiling_and_workload_characterizationMeta-modelsMetrics_and_benchmarking_methodologiesOnline_monitoring_and_forecastingOptimizationPerformancePowerPower-energy_efficient_computingPredictionResource_managementSPECSimulationdescartest_proceedings
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4Using Machine Learning for Recommending Service Demand Estimation Approaches
J. Grohmann, N. Herbst, S. Spinner, and S. Kounev. Proceedings of the 8th International Conference on Cloud Computing and Services Science (CLOSER 2018), page 473--480. INSTICC, SciTePress, (March 2018)
5 years ago by @se-group
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Automated_model_learning
GoogleResearchAward
LibReDE
Optimization
PRISMA
Prediction
Resource_management
Self-adaptive-systems
Statistical_estimation_and_machine_learning
descartes
t_visionposition
Automated_model_learningGoogleResearchAwardLibReDEOptimizationPRISMAPredictionResource_managementSelf-adaptive-systemsStatistical_estimation_and_machine_learningdescartest_visionposition
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3Predictive Performance Modeling of Virtualized Storage Systems using Optimized Statistical Regression Techniques
Q. Noorshams, D. Bruhn, S. Kounev, and R. Reussner. Proceedings of the ACM/SPEC International Conference on Performance Engineering (ICPE 2013), page 283--294. New York, NY, USA, ACM, (2013)
5 years ago by @se-group
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Automated_model_learning
Instrumentation_profiling_and_workload_characterization
Optimization
Performance
Prediction
Resource_management
SPA
Statistical_estimation_and_machine_learning
Storage
Virtualization
descartes
t_full
Automated_model_learningInstrumentation_profiling_and_workload_characterizationOptimizationPerformancePredictionResource_managementSPAStatistical_estimation_and_machine_learningStorageVirtualizationdescartest_full
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3Capacity Planning for Event-based Systems using Automated Performance Predictions
C. Rathfelder, S. Kounev, and D. Evans. 26th IEEE/ACM International Conference On Automated Software Engineering (ASE 2011), page 352--361. IEEE, (November 2011)Acceptance Rate (Full Paper): 14.7\% (37/252).
5 years ago by @se-group
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Resource_management
Optimization
Design_of_software_and_systems
Event-based
t_full
Performance
Simulation
Application_quality_of_service_management
Prediction
Formal_architecture_modeling
Meta-models
Analytical_and_simulation-based_analysis
descartes
Resource_managementOptimizationDesign_of_software_and_systemsEvent-basedt_fullPerformanceSimulationApplication_quality_of_service_managementPredictionFormal_architecture_modelingMeta-modelsAnalytical_and_simulation-based_analysisdescartes
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3Controlling the Palladio Bench using the Descartes Query Language
F. Gorsler, F. Brosig, and S. Kounev. Proceedings of the Symposium on Software Performance: Joint Kieker/Palladio Days (KPDAYS 2013), 1083, page 109--118. Aachen, Germany, CEUR-WS.org, (November 2013)
5 years ago by @se-group
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Analytical_and_simulation-based_analysis
Application_quality_of_service_management
DQL
Formal_architecture_modeling
Optimization
Performance
Prediction
Resource_management
Simulation
Tool
descartes
t_workshop
Analytical_and_simulation-based_analysisApplication_quality_of_service_managementDQLFormal_architecture_modelingOptimizationPerformancePredictionResource_managementSimulationTooldescartest_workshop
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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
descartes
t_journalmagazine
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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publications (hide)12
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1Performance Evaluation: Metrics, Models and Benchmarks, Proceedings of the 2008 SPEC International Performance Evaluation Workshop (SIPEW 2008), Darmstadt, Germany, June 27-28

6FOX: Cost-Awareness for Autonomic Resource Management in Public Clouds

3Online Workload Forecasting

7A Model-Based Approach to Designing Self-Aware IT Systems and Infrastructures

2Soft Reservations: Uncertainty-Aware Resource Reservations in IaaS Environments

2Performance Evaluation: Metrics, Models and Benchmarks, Proceedings of the 2008 SPEC International Performance Evaluation Workshop (SIPEW 2008), Darmstadt, Germany, June 27-28

2ICPE'11 - 2nd Joint ACM/SPEC International Conference on Performance Engineering, Karlsruhe, Germany, March 14--16, 2011

4Using Machine Learning for Recommending Service Demand Estimation Approaches

3Predictive Performance Modeling of Virtualized Storage Systems using Optimized Statistical Regression Techniques

3Capacity Planning for Event-based Systems using Automated Performance Predictions

3Controlling the Palladio Bench using the Descartes Query Language

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

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