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7SARDE: A Framework for Continuous and Self-Adaptive Resource Demand Estimation
J. Grohmann, S. Eismann, A. Bauer, S. Spinner, J. Blum, N. Herbst, and S. Kounev. ACM Transactions on Autonomous and Adaptive Systems, (June 2021)
5 years ago by @samuel.kounev
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resource
Self-adaptive
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performance
self-tuning
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t_journalmagazine
myowndescartesalgorithmsresourceSelf-adaptivelearningdemandperformanceself-tuningestimationsystemsoptimizationstatistical_estimation_and_machine_learningmachinepredictiont_journalmagazine
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7SARDE: A Framework for Continuous and Self-Adaptive Resource Demand Estimation
J. Grohmann, S. Eismann, A. Bauer, S. Spinner, J. Blum, N. Herbst, and S. Kounev. ACM Transactions on Autonomous and Adaptive Systems, (June 2021)
5 years ago by @simon.eismann
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t_journalmagazine
myowndescartesalgorithmsresourceSelf-adaptivelearningdemandperformanceself-tuningestimationsystemsoptimizationstatistical_estimation_and_machine_learningmachinepredictiont_journalmagazine
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7SARDE: A Framework for Continuous and Self-Adaptive Resource Demand Estimation
J. Grohmann, S. Eismann, A. Bauer, S. Spinner, J. Blum, N. Herbst, and S. Kounev. ACM Transactions on Autonomous and Adaptive Systems, (June 2021)
5 years ago by @nikolas.herbst
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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)
6 years ago by @simon.eismann
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DML
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Automated_model_learning
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t_visionposition
Online_monitoring_and_forecasting
Simulation
Self-aware-computing
Self-adaptive-systems
Statistical_estimation_and_machine_learningmyownDMLPerformanceAnalytical_and_simulation-based_analysisdescartesPredictionAutomated_model_learningOptimizationt_visionpositionOnline_monitoring_and_forecastingSimulationSelf-aware-computingSelf-adaptive-systems
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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)
6 years ago by @samuel.kounev
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t_visionposition
Online_monitoring_and_forecasting
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Self-aware-computing
Self-adaptive-systems
Statistical_estimation_and_machine_learningmyownDMLPerformanceAnalytical_and_simulation-based_analysisdescartesPredictionAutomated_model_learningOptimizationt_visionpositionOnline_monitoring_and_forecastingSimulationSelf-aware-computingSelf-adaptive-systems
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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%.
6 years ago by @samuel.kounev
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Resource_management
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Cloud
BUNGEE
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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%.
6 years ago by @nikolas.herbst
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Resource_management
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Prediction
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Optimization
Tool
Online_monitoring_and_forecasting
Self-aware-computing
Cloud
BUNGEE
myownResource_managementPerformancet_fulldescartesPredictionElasticityOptimizationToolOnline_monitoring_and_forecastingSelf-aware-computingCloudBUNGEE
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5Telescope: A Hybrid Forecast Method for Univariate Time Series
M. Züfle, A. Bauer, N. Herbst, V. Curtef, and S. Kounev. Proceedings of the International work-conference on Time Series (ITISE 2017), (September 2017)
6 years ago by @nikolas.herbst
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myown
Online_monitoring_and_forecasting
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Optimization
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5Telescope: A Hybrid Forecast Method for Univariate Time Series
M. Züfle, A. Bauer, N. Herbst, V. Curtef, and S. Kounev. Proceedings of the International work-conference on Time Series (ITISE 2017), (September 2017)
6 years ago by @samuel.kounev
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Statistical_estimation_and_machine_learning
Tool
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myown
Online_monitoring_and_forecasting
descartes
Prediction
Optimization
Statistical_estimation_and_machine_learningToolTelescopet_extendedabstractmyownOnline_monitoring_and_forecastingdescartesPredictionOptimization
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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)
6 years ago by @samuel.kounev
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Survey
myown
Resource_management
Online_monitoring_and_forecasting
descartes
Self-aware-computing
Prediction
WCF
Dagstuhl_Book_Chapter
t_bookchapter
Optimization
SurveymyownResource_managementOnline_monitoring_and_forecastingdescartesSelf-aware-computingPredictionWCFDagstuhl_Book_Chaptert_bookchapterOptimization
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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)
6 years ago by @samuel.kounev
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t_visionposition
Resource_management
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PRISMA
GoogleResearchAward
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LibReDE
Self-adaptive-systems
Optimization
Statistical_estimation_and_machine_learningmyownt_visionpositionResource_managementdescartesPredictionPRISMAGoogleResearchAwardAutomated_model_learningLibReDESelf-adaptive-systemsOptimization
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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)
6 years ago by @nikolas.herbst
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Statistical_estimation_and_machine_learning
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t_visionposition
Resource_management
descartes
Prediction
PRISMA
GoogleResearchAward
Automated_model_learning
LibReDE
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Optimization
Statistical_estimation_and_machine_learningmyownt_visionpositionResource_managementdescartesPredictionPRISMAGoogleResearchAwardAutomated_model_learningLibReDESelf-adaptive-systemsOptimization
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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)
6 years ago by @samuel.kounev
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Metrics_and_benchmarking_methodologies
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Meta-models
Instrumentation_profiling_and_workload_characterization
Optimization
Online_monitoring_and_forecasting
Simulation
Application_quality_of_service_management
t_proceedings
SPEC
Power-energy_efficient_computing
Power
myownMetrics_and_benchmarking_methodologiesResource_managementPerformanceAnalytical_and_simulation-based_analysisdescartesPredictionFormal_architecture_modelingAutomated_model_learningMeta-modelsInstrumentation_profiling_and_workload_characterizationOptimizationOnline_monitoring_and_forecastingSimulationApplication_quality_of_service_managementt_proceedingsSPECPower-energy_efficient_computingPower
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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)
6 years ago by @samuel.kounev
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Meta-models
Multi-criteria_optimization
Optimization
Online_monitoring_and_forecasting
Simulation
Self-aware-computing
Cloud
Application_quality_of_service_management
Application-aware
t_journalmagazine
Power-energy_efficient_computing
Self-adaptive-systems
DQL
myownResource_managementDMLPerformanceDesign_of_software_and_systemsAnalytical_and_simulation-based_analysisdescartesPredictionFormal_architecture_modelingElasticityMeta-modelsMulti-criteria_optimizationOptimizationOnline_monitoring_and_forecastingSimulationSelf-aware-computingCloudApplication_quality_of_service_managementApplication-awaret_journalmagazinePower-energy_efficient_computingSelf-adaptive-systemsDQL
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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)
6 years ago by @nikolas.herbst
show all tags
Survey
myown
Resource_management
Online_monitoring_and_forecasting
descartes
Self-aware-computing
Prediction
WCF
Dagstuhl_Book_Chapter
t_bookchapter
Optimization
SurveymyownResource_managementOnline_monitoring_and_forecastingdescartesSelf-aware-computingPredictionWCFDagstuhl_Book_Chaptert_bookchapterOptimization
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6A 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)
6 years ago by @samuel.kounev
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myown
Resource_management
DML
Performance
Design_of_software_and_systems
Analytical_and_simulation-based_analysis
descartes
Prediction
Formal_architecture_modeling
Elasticity
Meta-models
Optimization
Online_monitoring_and_forecasting
Simulation
Self-aware-computing
Cloud
Application_quality_of_service_management
Application-aware
t_journalmagazine
Power-energy_efficient_computing
Self-adaptive-systems
myownResource_managementDMLPerformanceDesign_of_software_and_systemsAnalytical_and_simulation-based_analysisdescartesPredictionFormal_architecture_modelingElasticityMeta-modelsOptimizationOnline_monitoring_and_forecastingSimulationSelf-aware-computingCloudApplication_quality_of_service_managementApplication-awaret_journalmagazinePower-energy_efficient_computingSelf-adaptive-systems
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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)
6 years ago by @samuel.kounev
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Resource_management
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Tool
Simulation
Application_quality_of_service_management
t_workshop
DQL
myownResource_managementPerformanceAnalytical_and_simulation-based_analysisdescartesPredictionFormal_architecture_modelingOptimizationToolSimulationApplication_quality_of_service_managementt_workshopDQL
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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)
6 years ago by @samuel.kounev
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Resource_management
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Online_monitoring_and_forecasting
t_short
descartes
Cloud
Prediction
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Virtualization
Optimization
myownResource_managementPerformanceOnline_monitoring_and_forecastingt_shortdescartesCloudPredictionElasticityApplication_quality_of_service_managementVirtualizationOptimization
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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)
6 years ago by @samuel.kounev
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Metrics_and_benchmarking_methodologies
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Performance
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Formal_architecture_modeling
Automated_model_learning
Meta-models
Instrumentation_profiling_and_workload_characterization
Optimization
Online_monitoring_and_forecasting
Simulation
Application_quality_of_service_management
t_proceedings
SPEC
Power-energy_efficient_computing
Power
myownMetrics_and_benchmarking_methodologiesResource_managementPerformanceAnalytical_and_simulation-based_analysisdescartesPredictionFormal_architecture_modelingAutomated_model_learningMeta-modelsInstrumentation_profiling_and_workload_characterizationOptimizationOnline_monitoring_and_forecastingSimulationApplication_quality_of_service_managementt_proceedingsSPECPower-energy_efficient_computingPower
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2Stochastic Performance Analysis and Capacity Planning of Publish/Subscribe Systems
A. Schröter, G. Mühl, S. Kounev, H. Parzyjegla, and J. Richling. 4th ACM International Conference on Distributed Event-Based Systems (DEBS 2010), July 12-15, Cambridge, United Kingdom, ACM, New York, USA, (2010)Acceptance Rate: 25\%.
6 years ago by @samuel.kounev
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7SARDE: A Framework for Continuous and Self-Adaptive Resource Demand Estimation

7SARDE: A Framework for Continuous and Self-Adaptive Resource Demand Estimation

7SARDE: A Framework for Continuous and Self-Adaptive Resource Demand Estimation

5The Vision of Self-Aware Performance Models

5The Vision of Self-Aware Performance Models

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

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

5Telescope: A Hybrid Forecast Method for Univariate Time Series

5Telescope: A Hybrid Forecast Method for Univariate Time Series

3Online Workload Forecasting

4Using Machine Learning for Recommending Service Demand Estimation Approaches

4Using Machine Learning for Recommending Service Demand Estimation Approaches

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

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

3Online Workload Forecasting

6A Model-Based Approach to Designing Self-Aware IT Systems and Infrastructures

3Controlling the Palladio Bench using the Descartes Query Language

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

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

2Stochastic Performance Analysis and Capacity Planning of Publish/Subscribe Systems

Informatik, Uni Würzburg

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