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publications (hide)57
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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
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
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
(0)
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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
(0)
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2Workload Classification and Forecasting
N. Herbst. Karlsruhe Institute of Technology (KIT), Am Fasanengarten 5, 76131 Karlsruhe, Germany, Diploma Thesis, (2012)<b>Forschungszentrum Informatik (FZI) Prize "Best Diploma Thesis"</b>.
5 years ago by @se-group
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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2Workload Classification and Forecasting
N. Herbst. Karlsruhe Institute of Technology (KIT), Am Fasanengarten 5, 76131 Karlsruhe, Germany, Diploma Thesis, (2012)<b>Forschungszentrum Informatik (FZI) Prize "Best Diploma Thesis"</b>.
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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3Artificial Intelligence in Medicine - From Data Collection to Prediction
M. Züfle, and R. Leppich. Invited Talk at Klinikum Nürnberg, (November 2019)
5 years ago by @robert_leppich
show all tags
Cloud
Health
IoT
Prediction
Sports
Statistical_estimation_and_machine_learning
Talks
descartes
myown
t_talk
CloudHealthIoTPredictionSportsStatistical_estimation_and_machine_learningTalksdescartesmyownt_talk
(0)
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3Artificial Intelligence in Medicine - From Data Collection to Prediction
M. Züfle, and R. Leppich. Invited Talk at Klinikum Nürnberg, (November 2019)
5 years ago by @se-group
show all tags
Cloud
Health
IoT
Prediction
Sports
Statistical_estimation_and_machine_learning
Talks
descartes
myown
t_talk
CloudHealthIoTPredictionSportsStatistical_estimation_and_machine_learningTalksdescartesmyownt_talk
(0)
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3Artificial Intelligence in Medicine - From Data Collection to Prediction
M. Züfle, and R. Leppich. Invited Talk at Klinikum Nürnberg, (November 2019)
5 years ago by @marwin.zuefle
show all tags
Cloud
Health
IoT
Prediction
Sports
Statistical_estimation_and_machine_learning
Talks
descartes
myown
t_talk
CloudHealthIoTPredictionSportsStatistical_estimation_and_machine_learningTalksdescartesmyownt_talk
(0)
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2Methoden und Messverfahren für Automatisches Skalieren in Elastischen Cloud Umgebungen
N. Herbst. GI Dissertationspreis: Seminar für Nominierte Doktoranden, Dagstuhl, Germany, June 28, 2019, (June 2019)
5 years ago by @se-group
show all tags
Award
BUNGEE
Chameleon
Cloud
Instrumentation_profiling_and_workload_characterization
LIMBO
Metrics_and_benchmarking_methodologies
Online_monitoring_and_forecasting
Prediction
Resource_management
Telescope
Virtualization
descartes
se2_talk
t_bookchapter
AwardBUNGEEChameleonCloudInstrumentation_profiling_and_workload_characterizationLIMBOMetrics_and_benchmarking_methodologiesOnline_monitoring_and_forecastingPredictionResource_managementTelescopeVirtualizationdescartesse2_talkt_bookchapter
(0)
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5A Concept for Crowd-sensed Prediction of Mobile Network Connectivity
S. Herrnleben, B. Zeidler, M. Züfle, C. Krupitzer, and S. Kounev. GI/ITG Workshop on Machine Learning in the Context of Communication Networks 2020, (February 2020)
5 years ago by @chris.krupitzer
show all tags
Application-aware
Automated_model_learning
Cloud
Internet_of_Things
Networking
Prediction
Self-adaptive-systems
descartes
t_workshop
myown
Application-awareAutomated_model_learningCloudInternet_of_ThingsNetworkingPredictionSelf-adaptive-systemsdescartest_workshopmyown
(0)
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5A Concept for Crowd-sensed Prediction of Mobile Network Connectivity
S. Herrnleben, B. Zeidler, M. Züfle, C. Krupitzer, and S. Kounev. GI/ITG Workshop on Machine Learning in the Context of Communication Networks 2020, (February 2020)
5 years ago by @samuel.kounev
show all tags
Application-aware
Automated_model_learning
Cloud
Internet_of_Things
Networking
Prediction
Self-adaptive-systems
descartes
t_workshop
myown
Application-awareAutomated_model_learningCloudInternet_of_ThingsNetworkingPredictionSelf-adaptive-systemsdescartest_workshopmyown
(0)
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5A Concept for Crowd-sensed Prediction of Mobile Network Connectivity
S. Herrnleben, B. Zeidler, M. Züfle, C. Krupitzer, and S. Kounev. GI/ITG Workshop on Machine Learning in the Context of Communication Networks 2020, (February 2020)
5 years ago by @se-group
show all tags
Application-aware
Automated_model_learning
Cloud
Internet_of_Things
Networking
Prediction
Self-adaptive-systems
descartes
t_workshop
Application-awareAutomated_model_learningCloudInternet_of_ThingsNetworkingPredictionSelf-adaptive-systemsdescartest_workshop
(0)
copydeleteadd this publication to your clipboard
5A Concept for Crowd-sensed Prediction of Mobile Network Connectivity
S. Herrnleben, B. Zeidler, M. Züfle, C. Krupitzer, and S. Kounev. GI/ITG Workshop on Machine Learning in the Context of Communication Networks 2020, (February 2020)
5 years ago by @marwin.zuefle
show all tags
Application-aware
Automated_model_learning
Cloud
Internet_of_Things
Networking
Prediction
Self-adaptive-systems
descartes
myown
t_workshop
Application-awareAutomated_model_learningCloudInternet_of_ThingsNetworkingPredictionSelf-adaptive-systemsdescartesmyownt_workshop
(0)
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4Monitorless: Predicting Performance Degradation in Cloud Applications with Machine Learning
J. Grohmann, P. Nicholson, J. Iglesias, S. Kounev, and D. Lugones. Proceedings of the 20th International Middleware Conference, page 149--162. New York, NY, USA, Association for Computing Machinery (ACM), (2019)
5 years ago by @samuel.kounev
show all tags
Application_quality_of_service_management
Cloud
Instrumentation_profiling_and_workload_characterization
Multi-tenancy
Performance
Prediction
Statistical_estimation_and_machine_learning
Virtualization
descartes
t_full
myown
Application_quality_of_service_managementCloudInstrumentation_profiling_and_workload_characterizationMulti-tenancyPerformancePredictionStatistical_estimation_and_machine_learningVirtualizationdescartest_fullmyown
(0)
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4Monitorless: Predicting Performance Degradation in Cloud Applications with Machine Learning
J. Grohmann, P. Nicholson, J. Iglesias, S. Kounev, and D. Lugones. Proceedings of the 20th International Middleware Conference, page 149--162. New York, NY, USA, Association for Computing Machinery (ACM), (2019)
5 years ago by @se-group
show all tags
Application_quality_of_service_management
Cloud
Instrumentation_profiling_and_workload_characterization
Multi-tenancy
Performance
Prediction
Statistical_estimation_and_machine_learning
Virtualization
descartes
t_full
Application_quality_of_service_managementCloudInstrumentation_profiling_and_workload_characterizationMulti-tenancyPerformancePredictionStatistical_estimation_and_machine_learningVirtualizationdescartest_full
(0)
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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 @samuel.kounev
show all tags
Online_monitoring_and_forecasting
Optimization
Performance
Resource_management
descartes
Elasticity
Cloud
t_full
BUNGEE
myown
Self-aware-computing
Tool
Prediction
Online_monitoring_and_forecastingOptimizationPerformanceResource_managementdescartesElasticityCloudt_fullBUNGEEmyownSelf-aware-computingToolPrediction
(0)
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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
show all tags
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
(0)
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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 @nikolas.herbst
show all tags
Online_monitoring_and_forecasting
Optimization
Performance
Resource_management
descartes
Elasticity
Cloud
t_full
BUNGEE
myown
Self-aware-computing
Tool
Prediction
Online_monitoring_and_forecastingOptimizationPerformanceResource_managementdescartesElasticityCloudt_fullBUNGEEmyownSelf-aware-computingToolPrediction
(0)
copydeleteadd this publication to your clipboard
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 @andre.bauer
show all tags
Online_monitoring_and_forecasting
Optimization
Performance
Resource_management
descartes
Elasticity
Cloud
t_full
BUNGEE
myown
Self-aware-computing
Tool
Prediction
Online_monitoring_and_forecastingOptimizationPerformanceResource_managementdescartesElasticityCloudt_fullBUNGEEmyownSelf-aware-computingToolPrediction
(0)
copydeleteadd this publication to your clipboard
7On the Value of Service Demand Estimation for Auto-Scaling
A. Bauer, J. Grohmann, N. Herbst, and S. Kounev. Proceedings of 19th International GI/ITG Conference on Measurement, Modelling and Evaluation of Computing Systems (MMB 2018), volume 10740 of Lecture Notes in Computer Science, page 142--156. Cham, Springer, (February 2018)
5 years ago by @samuel.kounev
show all tags
Application-aware
Application_quality_of_service_management
Automated_model_learning
BUNGEE
Chameleon
Cloud
Elasticity
GoogleResearchAward
Instrumentation_profiling_and_workload_characterization
LibReDE
Metrics_and_benchmarking_methodologies
PRISMA
Prediction
Resource_management
Tool
Virtualization
descartes
t_full
myown
Application-awareApplication_quality_of_service_managementAutomated_model_learningBUNGEEChameleonCloudElasticityGoogleResearchAwardInstrumentation_profiling_and_workload_characterizationLibReDEMetrics_and_benchmarking_methodologiesPRISMAPredictionResource_managementToolVirtualizationdescartest_fullmyown
(0)
copydeleteadd this publication to your clipboard
7On the Value of Service Demand Estimation for Auto-Scaling
A. Bauer, J. Grohmann, N. Herbst, and S. Kounev. Proceedings of 19th International GI/ITG Conference on Measurement, Modelling and Evaluation of Computing Systems (MMB 2018), volume 10740 of Lecture Notes in Computer Science, page 142--156. Cham, Springer, (February 2018)
5 years ago by @se-group
show all tags
Application-aware
Application_quality_of_service_management
Automated_model_learning
BUNGEE
Chameleon
Cloud
Elasticity
GoogleResearchAward
Instrumentation_profiling_and_workload_characterization
LibReDE
Metrics_and_benchmarking_methodologies
PRISMA
Prediction
Resource_management
Tool
Virtualization
descartes
t_full
Application-awareApplication_quality_of_service_managementAutomated_model_learningBUNGEEChameleonCloudElasticityGoogleResearchAwardInstrumentation_profiling_and_workload_characterizationLibReDEMetrics_and_benchmarking_methodologiesPRISMAPredictionResource_managementToolVirtualizationdescartest_full
(0)
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publications (hide)57
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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

3Artificial Intelligence in Medicine - From Data Collection to Prediction

3Artificial Intelligence in Medicine - From Data Collection to Prediction

3Artificial Intelligence in Medicine - From Data Collection to Prediction

2Methoden und Messverfahren für Automatisches Skalieren in Elastischen Cloud Umgebungen

5A Concept for Crowd-sensed Prediction of Mobile Network Connectivity

5A Concept for Crowd-sensed Prediction of Mobile Network Connectivity

5A Concept for Crowd-sensed Prediction of Mobile Network Connectivity

5A Concept for Crowd-sensed Prediction of Mobile Network Connectivity

4Monitorless: Predicting Performance Degradation in Cloud Applications with Machine Learning

4Monitorless: Predicting Performance Degradation in Cloud Applications with Machine Learning

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

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

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

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

7On the Value of Service Demand Estimation for Auto-Scaling

7On the Value of Service Demand Estimation for Auto-Scaling

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