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5Methods and Benchmarks for Auto-Scaling Mechanisms in Elastic Cloud Environments
N. Herbst. University of Würzburg, Germany, (July 2018)Distinction, SPEC Kaivalya Dixit Distinguished Dissertation Award 2018.
3 years ago by @nikolas.herbst
show all tags
Application_quality_of_service_management
BUNGEE
Chameleon
Cloud
Elasticity
LIMBO
Metrics_and_benchmarking_methodologies
Online_monitoring_and_forecasting
Resource_management
SPEC
Supervised_PhD_Thesis
Telescope
Tool
WCF
descartes
t_dissertation
myown
Application_quality_of_service_managementBUNGEEChameleonCloudElasticityLIMBOMetrics_and_benchmarking_methodologiesOnline_monitoring_and_forecastingResource_managementSPECSupervised_PhD_ThesisTelescopeToolWCFdescartest_dissertationmyown
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1Self-Learning Forecast Method Selection
J. Smolka. University of Würzburg, Am Hubland, Informatikgebäude, 97074 Würzburg, Germany, Master Thesis, (November 2016)
5 years ago by @se-group
show all tags
Online_monitoring_and_forecasting
se2_mastersthesis
descartes
Thesis_supervised_by_SE_member
WCF
Supervised_by_Nikolas_Herbst
Online_monitoring_and_forecastingse2_mastersthesisdescartesThesis_supervised_by_SE_memberWCFSupervised_by_Nikolas_Herbst
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4Design and Evaluation of a Proactive, Application-Aware Elasticity Mechanism
A. Bauer. University of Würzburg, Am Hubland, Informatikgebäude, 97074 Würzburg, Germany, Master Thesis, (September 2016)
5 years ago by @se-group
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Analytical_and_simulation-based_analysis
Application-aware
BUNGEE
Chameleon
Cloud
DML
Elasticity
Instrumentation_profiling_and_workload_characterization
LIMBO
LibReDE
Metrics_and_benchmarking_methodologies
Online_monitoring_and_forecasting
Performance
Power-energy_efficient_computing
Prediction
Resource_management
SPEC
Self-adaptive-systems
Self-aware-computing
Statistical_estimation_and_machine_learning
Supervised_by_Nikolas_Herbst
Thesis_supervised_by_SE_member
Thesis_supervised_by_Simon_Spinner
Virtualization
WCF
descartes
se2_mastersthesis
t_studentthesis
Analytical_and_simulation-based_analysisApplication-awareBUNGEEChameleonCloudDMLElasticityInstrumentation_profiling_and_workload_characterizationLIMBOLibReDEMetrics_and_benchmarking_methodologiesOnline_monitoring_and_forecastingPerformancePower-energy_efficient_computingPredictionResource_managementSPECSelf-adaptive-systemsSelf-aware-computingStatistical_estimation_and_machine_learningSupervised_by_Nikolas_HerbstThesis_supervised_by_SE_memberThesis_supervised_by_Simon_SpinnerVirtualizationWCFdescartesse2_mastersthesist_studentthesis
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4Design and Evaluation of a Proactive, Application-Aware Elasticity Mechanism
A. Bauer. University of Würzburg, Am Hubland, Informatikgebäude, 97074 Würzburg, Germany, Master Thesis, (September 2016)
5 years ago by @andre.bauer
show all tags
Analytical_and_simulation-based_analysis
Application-aware
BUNGEE
Chameleon
Cloud
DML
Elasticity
Instrumentation_profiling_and_workload_characterization
LIMBO
LibReDE
Metrics_and_benchmarking_methodologies
Online_monitoring_and_forecasting
Performance
Power-energy_efficient_computing
Prediction
Resource_management
SPEC
Self-adaptive-systems
Self-aware-computing
Statistical_estimation_and_machine_learning
Supervised_by_Nikolas_Herbst
Thesis_supervised_by_SE_member
Thesis_supervised_by_Simon_Spinner
Virtualization
WCF
descartes
se2_mastersthesis
t_studentthesis
myown
Analytical_and_simulation-based_analysisApplication-awareBUNGEEChameleonCloudDMLElasticityInstrumentation_profiling_and_workload_characterizationLIMBOLibReDEMetrics_and_benchmarking_methodologiesOnline_monitoring_and_forecastingPerformancePower-energy_efficient_computingPredictionResource_managementSPECSelf-adaptive-systemsSelf-aware-computingStatistical_estimation_and_machine_learningSupervised_by_Nikolas_HerbstThesis_supervised_by_SE_memberThesis_supervised_by_Simon_SpinnerVirtualizationWCFdescartesse2_mastersthesist_studentthesismyown
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2Workload Classification and Forecasting
N. Herbst. Karlsruhe Institute of Technology (KIT), Am Fasanengarten 5, 76131 Karlsruhe, Germany, Diploma Thesis, (2012)Forschungszentrum Informatik (FZI) Prize "Best Diploma Thesis".
5 years ago by @se-group
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Award
Cloud
Online_monitoring_and_forecasting
Prediction
Resource_management
Statistical_estimation_and_machine_learning
Thesis_supervised_by_Nikolaus_Huber
Thesis_supervised_by_SE_member
Tool
WCF
descartes
se2_mastersthesis
t_studentthesis
AwardCloudOnline_monitoring_and_forecastingPredictionResource_managementStatistical_estimation_and_machine_learningThesis_supervised_by_Nikolaus_HuberThesis_supervised_by_SE_memberToolWCFdescartesse2_mastersthesist_studentthesis
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2Workload Classification and Forecasting
N. Herbst. Karlsruhe Institute of Technology (KIT), Am Fasanengarten 5, 76131 Karlsruhe, Germany, Diploma Thesis, (2012)Forschungszentrum Informatik (FZI) Prize "Best Diploma Thesis".
5 years ago by @nikolas.herbst
show all tags
Award
Cloud
Online_monitoring_and_forecasting
Prediction
Resource_management
Statistical_estimation_and_machine_learning
Thesis_supervised_by_Nikolaus_Huber
Thesis_supervised_by_SE_member
Tool
WCF
descartes
se2_mastersthesis
t_studentthesis
AwardCloudOnline_monitoring_and_forecastingPredictionResource_managementStatistical_estimation_and_machine_learningThesis_supervised_by_Nikolaus_HuberThesis_supervised_by_SE_memberToolWCFdescartesse2_mastersthesist_studentthesis
(0)
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4Design and Evaluation of a Proactive, Application-Aware Elasticity Mechanism
A. Bauer. Experience Talk at SSP 2016, (November 2016)
5 years ago by @se-group
show all tags
BUNGEE
Chameleon
Cloud
Elasticity
LibReDE
Metrics_and_benchmarking_methodologies
Online_monitoring_and_forecasting
Resource_management
Tool
WCF
descartes
se2_talk
t_talk
BUNGEEChameleonCloudElasticityLibReDEMetrics_and_benchmarking_methodologiesOnline_monitoring_and_forecastingResource_managementToolWCFdescartesse2_talkt_talk
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2Chameleon: Design and Evaluation of a Proactive, Application-Aware Elasticity Mechanism
A. Bauer. Invited Talk, Spec Research - Cloud Working Group, (October 2016)
5 years ago by @se-group
show all tags
Application-aware
Chameleon
Cloud
DML
LibReDE
Metrics_and_benchmarking_methodologies
Online_monitoring_and_forecasting
Resource_management
WCF
descartes
se2_talk
t_talk
Application-awareChameleonCloudDMLLibReDEMetrics_and_benchmarking_methodologiesOnline_monitoring_and_forecastingResource_managementWCFdescartesse2_talkt_talk
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5Methods and Benchmarks for Auto-Scaling Mechanisms in Elastic Cloud Environments
N. Herbst. University of Würzburg, Germany, (July 2018)Distinction, SPEC Kaivalya Dixit Distinguished Dissertation Award 2018.
5 years ago by @se-group
show all tags
Application_quality_of_service_management
BUNGEE
Chameleon
Cloud
Elasticity
LIMBO
Metrics_and_benchmarking_methodologies
Online_monitoring_and_forecasting
Resource_management
SPEC
Supervised_PhD_Thesis
Telescope
Tool
WCF
descartes
t_dissertation
Application_quality_of_service_managementBUNGEEChameleonCloudElasticityLIMBOMetrics_and_benchmarking_methodologiesOnline_monitoring_and_forecastingResource_managementSPECSupervised_PhD_ThesisTelescopeToolWCFdescartest_dissertation
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4Design and Evaluation of a Proactive, Application-Aware Auto-Scaler
A. Bauer, N. Herbst, and S. Kounev. Proceedings of the 8th ACM/SPEC International Conference on Performance Engineering (ICPE 2017), (April 2017)
5 years ago by @samuel.kounev
show all tags
Application-aware
Automated_model_learning
BUNGEE
Chameleon
DML
Elasticity
LIMBO
LibReDE
Online_monitoring_and_forecasting
WCF
descartes
t_tutorial
myown
Application-awareAutomated_model_learningBUNGEEChameleonDMLElasticityLIMBOLibReDEOnline_monitoring_and_forecastingWCFdescartest_tutorialmyown
(0)
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4Design and Evaluation of a Proactive, Application-Aware Auto-Scaler
A. Bauer, N. Herbst, and S. Kounev. Proceedings of the 8th ACM/SPEC International Conference on Performance Engineering (ICPE 2017), (April 2017)
5 years ago by @se-group
show all tags
Application-aware
Automated_model_learning
BUNGEE
Chameleon
DML
Elasticity
LIMBO
LibReDE
Online_monitoring_and_forecasting
WCF
descartes
t_tutorial
Application-awareAutomated_model_learningBUNGEEChameleonDMLElasticityLIMBOLibReDEOnline_monitoring_and_forecastingWCFdescartest_tutorial
(0)
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4Design and Evaluation of a Proactive, Application-Aware Auto-Scaler
A. Bauer, N. Herbst, and S. Kounev. Proceedings of the 8th ACM/SPEC International Conference on Performance Engineering (ICPE 2017), (April 2017)
5 years ago by @nikolas.herbst
show all tags
Application-aware
Automated_model_learning
BUNGEE
Chameleon
DML
Elasticity
LIMBO
LibReDE
Online_monitoring_and_forecasting
WCF
descartes
t_tutorial
myown
Application-awareAutomated_model_learningBUNGEEChameleonDMLElasticityLIMBOLibReDEOnline_monitoring_and_forecastingWCFdescartest_tutorialmyown
(0)
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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
(0)
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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 @samuel.kounev
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Dagstuhl_Book_Chapter
Online_monitoring_and_forecasting
Optimization
Prediction
Resource_management
Self-aware-computing
Survey
WCF
descartes
t_bookchapter
myown
Dagstuhl_Book_ChapterOnline_monitoring_and_forecastingOptimizationPredictionResource_managementSelf-aware-computingSurveyWCFdescartest_bookchaptermyown
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3Self-Adaptive Workload Classification and Forecasting for Proactive Resource Provisioning
N. Herbst, N. Huber, S. Kounev, and E. Amrehn. Concurrency and Computation - Practice and Experience, John Wiley and Sons, Ltd., 26 (12): 2053--2078 (March 2014)
5 years ago by @se-group
show all tags
Application_quality_of_service_management
Automated_model_learning
Elasticity
Instrumentation_profiling_and_workload_characterization
Online_monitoring_and_forecasting
Performance
Prediction
Resource_management
Self-adaptive-systems
Self-aware-computing
Statistical_estimation_and_machine_learning
Tool
WCF
descartes
t_journalmagazine
Application_quality_of_service_managementAutomated_model_learningElasticityInstrumentation_profiling_and_workload_characterizationOnline_monitoring_and_forecastingPerformancePredictionResource_managementSelf-adaptive-systemsSelf-aware-computingStatistical_estimation_and_machine_learningToolWCFdescartest_journalmagazine
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3Self-Adaptive Workload Classification and Forecasting for Proactive Resource Provisioning
N. Herbst, N. Huber, S. Kounev, and E. Amrehn. Concurrency and Computation - Practice and Experience, John Wiley and Sons, Ltd., 26 (12): 2053--2078 (March 2014)
5 years ago by @samuel.kounev
show all tags
Application_quality_of_service_management
Automated_model_learning
Elasticity
Instrumentation_profiling_and_workload_characterization
Online_monitoring_and_forecasting
Performance
Prediction
Resource_management
Self-adaptive-systems
Self-aware-computing
Statistical_estimation_and_machine_learning
Tool
WCF
descartes
t_journalmagazine
myown
Application_quality_of_service_managementAutomated_model_learningElasticityInstrumentation_profiling_and_workload_characterizationOnline_monitoring_and_forecastingPerformancePredictionResource_managementSelf-adaptive-systemsSelf-aware-computingStatistical_estimation_and_machine_learningToolWCFdescartest_journalmagazinemyown
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4Self-Adaptive Workload Classification and Forecasting for Proactive Resource Provisioning
N. Herbst, N. Huber, S. Kounev, and E. Amrehn. Proceedings of the 4th ACM/SPEC International Conference on Performance Engineering (ICPE 2013), page 187--198. New York, NY, USA, ACM, (April 2013)
5 years ago by @samuel.kounev
show all tags
Application_quality_of_service_management
Automated_model_learning
Elasticity
Instrumentation_profiling_and_workload_characterization
Online_monitoring_and_forecasting
Performance
Prediction
Resource_management
Self-adaptive-systems
Self-aware-computing
Statistical_estimation_and_machine_learning
Tool
WCF
descartes
t_full
myown
Application_quality_of_service_managementAutomated_model_learningElasticityInstrumentation_profiling_and_workload_characterizationOnline_monitoring_and_forecastingPerformancePredictionResource_managementSelf-adaptive-systemsSelf-aware-computingStatistical_estimation_and_machine_learningToolWCFdescartest_fullmyown
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4Self-Adaptive Workload Classification and Forecasting for Proactive Resource Provisioning
N. Herbst, N. Huber, S. Kounev, and E. Amrehn. Proceedings of the 4th ACM/SPEC International Conference on Performance Engineering (ICPE 2013), page 187--198. New York, NY, USA, ACM, (April 2013)
5 years ago by @se-group
show all tags
Application_quality_of_service_management
Automated_model_learning
Elasticity
Instrumentation_profiling_and_workload_characterization
Online_monitoring_and_forecasting
Performance
Prediction
Resource_management
Self-adaptive-systems
Self-aware-computing
Statistical_estimation_and_machine_learning
Tool
WCF
descartes
t_full
Application_quality_of_service_managementAutomated_model_learningElasticityInstrumentation_profiling_and_workload_characterizationOnline_monitoring_and_forecastingPerformancePredictionResource_managementSelf-adaptive-systemsSelf-aware-computingStatistical_estimation_and_machine_learningToolWCFdescartest_full
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4Design and Evaluation of a Proactive, Application-Aware Elasticity Mechanism
A. Bauer. Experience Talk at SSP 2016, (November 2016)
5 years ago by @andre.bauer
show all tags
BUNGEE
Chameleon
Cloud
Elasticity
LibReDE
Metrics_and_benchmarking_methodologies
Online_monitoring_and_forecasting
Resource_management
Tool
WCF
descartes
se2_talk
t_talk
myown
BUNGEEChameleonCloudElasticityLibReDEMetrics_and_benchmarking_methodologiesOnline_monitoring_and_forecastingResource_managementToolWCFdescartesse2_talkt_talkmyown
(0)
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2Chameleon: Design and Evaluation of a Proactive, Application-Aware Elasticity Mechanism
A. Bauer. Invited Talk, Spec Research - Cloud Working Group, (October 2016)
5 years ago by @andre.bauer
show all tags
Application-aware
Chameleon
Cloud
DML
LibReDE
Metrics_and_benchmarking_methodologies
Online_monitoring_and_forecasting
Resource_management
WCF
descartes
se2_talk
t_talk
myown
Application-awareChameleonCloudDMLLibReDEMetrics_and_benchmarking_methodologiesOnline_monitoring_and_forecastingResource_managementWCFdescartesse2_talkt_talkmyown
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5Methods and Benchmarks for Auto-Scaling Mechanisms in Elastic Cloud Environments

1Self-Learning Forecast Method Selection

4Design and Evaluation of a Proactive, Application-Aware Elasticity Mechanism

4Design and Evaluation of a Proactive, Application-Aware Elasticity Mechanism

2Workload Classification and Forecasting

2Workload Classification and Forecasting

4Design and Evaluation of a Proactive, Application-Aware Elasticity Mechanism

2Chameleon: Design and Evaluation of a Proactive, Application-Aware Elasticity Mechanism

5Methods and Benchmarks for Auto-Scaling Mechanisms in Elastic Cloud Environments

4Design and Evaluation of a Proactive, Application-Aware Auto-Scaler

4Design and Evaluation of a Proactive, Application-Aware Auto-Scaler

4Design and Evaluation of a Proactive, Application-Aware Auto-Scaler

3Online Workload Forecasting

3Online Workload Forecasting

3Self-Adaptive Workload Classification and Forecasting for Proactive Resource Provisioning

3Self-Adaptive Workload Classification and Forecasting for Proactive Resource Provisioning

4Self-Adaptive Workload Classification and Forecasting for Proactive Resource Provisioning

4Self-Adaptive Workload Classification and Forecasting for Proactive Resource Provisioning

4Design and Evaluation of a Proactive, Application-Aware Elasticity Mechanism

2Chameleon: Design and Evaluation of a Proactive, Application-Aware Elasticity Mechanism

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