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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
(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
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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
(0)
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2Chameleon: A Hybrid, Proactive Auto-Scaling Mechanism on a Level-Playing Field
A. Bauer. Talk at HotCloudperf 2019, (June 2019)
5 years ago by @se-group
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BUNGEE
Chameleon
Cloud
Elasticity
LibReDE
Metrics_and_benchmarking_methodologies
Online_monitoring_and_forecasting
Resource_management
descartes
se2_talk
t_talk
BUNGEEChameleonCloudElasticityLibReDEMetrics_and_benchmarking_methodologiesOnline_monitoring_and_forecastingResource_managementdescartesse2_talkt_talk
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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
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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
(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 @se-group
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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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3Performance Influence of Security Function Chain Ordering
L. Iffländer, and N. Fella. Companion of the 2019 ACM/SPEC International Conference on Performance Engineering, page 45--46. New York, NY, USA, ACM, (2019)
5 years ago by @se-group
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Application-aware
EvIDencE
Metrics_and_benchmarking_methodologies
Networking
Online_monitoring_and_forecasting
Optimization
Performance
Reliability
Resource_management
SDN
Security
Self-adaptive-systems
Self-aware-computing
descartes
t_poster
Application-awareEvIDencEMetrics_and_benchmarking_methodologiesNetworkingOnline_monitoring_and_forecastingOptimizationPerformanceReliabilityResource_managementSDNSecuritySelf-adaptive-systemsSelf-aware-computingdescartest_poster
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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
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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
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5Methods and Benchmarks for Auto-Scaling Mechanisms in Elastic Cloud Environments
N. Herbst. University of Würzburg, Germany, (July 2018)<b>Distinction, SPEC Kaivalya Dixit Distinguished Dissertation Award 2018</b>.
5 years ago by @se-group
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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
(0)
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2How we built a scalable micro-service application - The Tea Store
N. Herbst. Keynote Talk at the ScrumScale workshop, Oslo, Norway, July 5, 2018, (July 2018)
5 years ago by @se-group
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Cloud
Elasticity
LIMBO
Online_monitoring_and_forecasting
Performance
Resource_management
SPEC
Statistical_estimation_and_machine_learning
Talks
Telescope
descartes
se2_talk
t_talk
CloudElasticityLIMBOOnline_monitoring_and_forecastingPerformanceResource_managementSPECStatistical_estimation_and_machine_learningTalksTelescopedescartesse2_talkt_talk
(0)
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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
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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
(0)
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6Chamulteon: Coordinated Auto-Scaling of Micro-Services
A. Bauer, V. Lesch, L. Versluis, A. Ilyushkin, N. Herbst, and S. Kounev. Proceedings of the 39th IEEE International Conference on Distributed Computing Systems (ICDCS), (July 2019)
5 years ago by @se-group
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Chameleon
Cloud
Elasticity
Metrics_and_benchmarking_methodologies
Online_monitoring_and_forecasting
Resource_management
SPEC
Self-aware-computing
descartes
t_full
ChameleonCloudElasticityMetrics_and_benchmarking_methodologiesOnline_monitoring_and_forecastingResource_managementSPECSelf-aware-computingdescartest_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 @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
(0)
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3Self-Aware Computing Systems
S. Kounev, J. Kephart, A. Milenkoski, and X. Zhu. Springer Verlag, Berlin Heidelberg, Germany, (2017)
5 years ago by @se-group
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Application-aware
Application_quality_of_service_management
Design_of_software_and_systems
Metrics_and_benchmarking_methodologies
Online_monitoring_and_forecasting
Resource_management
Self-adaptive-systems
Self-aware-computing
Statistical_estimation_and_machine_learning
Survey
descartes
se2_book
t_book
Application-awareApplication_quality_of_service_managementDesign_of_software_and_systemsMetrics_and_benchmarking_methodologiesOnline_monitoring_and_forecastingResource_managementSelf-adaptive-systemsSelf-aware-computingStatistical_estimation_and_machine_learningSurveydescartesse2_bookt_book
(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
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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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2Model-driven Algorithms and Architectures for Self-Aware Computing Systems
S. Kounev. Dagstuhl, Germany, (January 2015)
5 years ago by @se-group
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Analytical_and_simulation-based_analysis
Application-aware
Automated_model_learning
Design_of_software_and_systems
Formal_architecture_modeling
Metrics_and_benchmarking_methodologies
Online_monitoring_and_forecasting
Resource_management
Self-adaptive-systems
Self-aware-computing
Statistical_estimation_and_machine_learning
Survey
descartes
se2_book
t_proceedings
Analytical_and_simulation-based_analysisApplication-awareAutomated_model_learningDesign_of_software_and_systemsFormal_architecture_modelingMetrics_and_benchmarking_methodologiesOnline_monitoring_and_forecastingResource_managementSelf-adaptive-systemsSelf-aware-computingStatistical_estimation_and_machine_learningSurveydescartesse2_bookt_proceedings
(0)
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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
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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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3Towards self-aware performance and resource management in modern service-oriented systems
S. Kounev, F. Brosig, N. Huber, and R. Reussner. Proceedings of the 7th IEEE International Conference on Services Computing (SCC 2010), July 5-10, Miami, Florida, USA, IEEE Computer Society, (July 2010)
5 years ago by @se-group
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Online_monitoring_and_forecasting
Performance
Prediction
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SOA
Self-adaptive-systems
Self-aware-computing
descartes
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publications (hide)33
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4Design and Evaluation of a Proactive, Application-Aware Elasticity Mechanism

2Workload Classification and Forecasting

2Chameleon: A Hybrid, Proactive Auto-Scaling Mechanism on a Level-Playing Field

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

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

3Performance Influence of Security Function Chain Ordering

2Methoden und Messverfahren für Automatisches Skalieren in Elastischen Cloud Umgebungen

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

2How we built a scalable micro-service application - The Tea Store

1Performance Evaluation: Metrics, Models and Benchmarks, Proceedings of the 2008 SPEC International Performance Evaluation Workshop (SIPEW 2008), Darmstadt, Germany, June 27-28

6Chamulteon: Coordinated Auto-Scaling of Micro-Services

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

3Self-Aware Computing Systems

3Online Workload Forecasting

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

2Model-driven Algorithms and Architectures for Self-Aware Computing Systems

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

3Towards self-aware performance and resource management in modern service-oriented systems

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