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Book Synopsis Quantifying and Predicting the Influence of Execution Platform on Software Component Performance by : Michael Kuperberg
Download or read book Quantifying and Predicting the Influence of Execution Platform on Software Component Performance written by Michael Kuperberg and published by . This book was released on 2010 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt:
The performance of software components depends on several factors, including the execution platform on which the software components run. To simplify cross-platform performance prediction in relocation and sizing scenarios, a novel approach is introduced in this thesis which separates the application performance profile from the platform performance profile. The approach is evaluated using transparent instrumentation of Java applications and with automated benchmarks for Java Virtual Machines.
Book Synopsis Quantifying and Predicting the Influence of Execution Platform on Software Component Performance by : Michael Kuperberg
Download or read book Quantifying and Predicting the Influence of Execution Platform on Software Component Performance written by Michael Kuperberg and published by KIT Scientific Publishing. This book was released on 2014-09 with total page 442 pages. Available in PDF, EPUB and Kindle. Book excerpt: The performance of software components depends on several factors, including the execution platform on which the software components run. To simplify cross-platform performance prediction in relocation and sizing scenarios, a novel approach is introduced in this thesis which separates the application performance profile from the platform performance profile. The approach is evaluated using transparent instrumentation of Java applications and with automated benchmarks for Java Virtual Machines.
The software execution environment can play a crucial role when analyzing the performance of a software system. In this book, a novel approach for the automated detection of performance-relevant properties of the execution environment is presented. The properties are detected using predefined experiments and integrated into performance prediction tools. The approach is applied to experiments for detecting different CPU, OS, and virtualization properties, and validated in different case studies.
Book Synopsis Automated Experiments for Deriving Performance-relevant Properties of Software Execution Environments by : Hauck, Michael
Download or read book Automated Experiments for Deriving Performance-relevant Properties of Software Execution Environments written by Hauck, Michael and published by KIT Scientific Publishing. This book was released on 2014-02-11 with total page 346 pages. Available in PDF, EPUB and Kindle. Book excerpt: The software execution environment can play a crucial role when analyzing the performance of a software system. In this book, a novel approach for the automated detection of performance-relevant properties of the execution environment is presented. The properties are detected using predefined experiments and integrated into performance prediction tools. The approach is applied to experiments for detecting different CPU, OS, and virtualization properties, and validated in different case studies.
In component-based software engineering, performance prediction approaches support the design of business information systems on the architectural level. They are based on behavior specifications of components. This work presents a round-trip approach for using, assessing, and certifying the accuracy of parameterized, probabilistic, deterministic, and concurrent performance specifications. Its applicability and effectiveness are demonstrated using the CoCoME benchmark.
Book Synopsis Certifying Software Component Performance Specifications by : Groenda, Henning
Download or read book Certifying Software Component Performance Specifications written by Groenda, Henning and published by KIT Scientific Publishing. This book was released on 2014-07-30 with total page 502 pages. Available in PDF, EPUB and Kindle. Book excerpt: In component-based software engineering, performance prediction approaches support the design of business information systems on the architectural level. They are based on behavior specifications of components. This work presents a round-trip approach for using, assessing, and certifying the accuracy of parameterized, probabilistic, deterministic, and concurrent performance specifications. Its applicability and effectiveness are demonstrated using the CoCoME benchmark.
Die modellbasierte Performancevorhersage ist ein bekanntes Konzept zur Gewährleistung der Softwarequalität. Derzeitige Ansätze basieren auf einem Modell mit einer Metrik, was zu ungenauen Vorhersagen für moderne Architekturen führt. In dieser Arbeit wird ein Multi-Strategie-Ansatz zur Erweiterung von Performancevorhersagemodellen zur Unterstützung von Multicore-Architekturen vorgestellt, in Palladio implementiert und dadurch die Genauigkeit der Vorhersage deutlich verbessert. - Model-based performance prediction is a well-known concept to ensure the quality of software. Current approaches are based on a single-metric model, which leads to inaccurate predictions for modern architectures. This thesis presents a multi-strategies approach to extend performance prediction models to support multicore architectures. We implemented the strategies into Palladio and significantly increased the performance prediction power.
Book Synopsis Model-Based Performance Prediction for Concurrent Software on Multicore Architectures---A Simulation-Based Approach by : Frank, Markus Kilian
Download or read book Model-Based Performance Prediction for Concurrent Software on Multicore Architectures---A Simulation-Based Approach written by Frank, Markus Kilian and published by KIT Scientific Publishing. This book was released on 2022-07-18 with total page 400 pages. Available in PDF, EPUB and Kindle. Book excerpt: Die modellbasierte Performancevorhersage ist ein bekanntes Konzept zur Gewährleistung der Softwarequalität. Derzeitige Ansätze basieren auf einem Modell mit einer Metrik, was zu ungenauen Vorhersagen für moderne Architekturen führt. In dieser Arbeit wird ein Multi-Strategie-Ansatz zur Erweiterung von Performancevorhersagemodellen zur Unterstützung von Multicore-Architekturen vorgestellt, in Palladio implementiert und dadurch die Genauigkeit der Vorhersage deutlich verbessert. - Model-based performance prediction is a well-known concept to ensure the quality of software. Current approaches are based on a single-metric model, which leads to inaccurate predictions for modern architectures. This thesis presents a multi-strategies approach to extend performance prediction models to support multicore architectures. We implemented the strategies into Palladio and significantly increased the performance prediction power.
Book Synopsis Modeling and Prediction of I/O Performance in Virtualized Environments by : Noorshams, Omar-Qais
Download or read book Modeling and Prediction of I/O Performance in Virtualized Environments written by Noorshams, Omar-Qais and published by KIT Scientific Publishing. This book was released on 2017-03-10 with total page 314 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis An Architecture-based Approach for Change Impact Analysis of Software-intensive Systems by : Busch, Kiana
Download or read book An Architecture-based Approach for Change Impact Analysis of Software-intensive Systems written by Busch, Kiana and published by KIT Scientific Publishing. This book was released on 2020-03-19 with total page 416 pages. Available in PDF, EPUB and Kindle. Book excerpt:
This book constitutes the refereed post-proceedings of the 10th European Performance Engineering Workshop, EPEW 2013, held in Venice, Italy, in September 2013. The 16 regular papers presented together with 8 short papers and 2 invited talks were carefully reviewed and selected from 33 submissions. The Workshop aims to gather academic and industrial researchers working on all aspects of performance engineering. Original papers related to theoretical and methodological issues as well as case studies and automated tool support are solicited in the following areas: performance modeling and evaluation, system and network performance engineering, and software performance engineering.
Book Synopsis Computer Performance Engineering by : Maria Simonetta Balsamo
Download or read book Computer Performance Engineering written by Maria Simonetta Balsamo and published by Springer. This book was released on 2013-08-19 with total page 360 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed post-proceedings of the 10th European Performance Engineering Workshop, EPEW 2013, held in Venice, Italy, in September 2013. The 16 regular papers presented together with 8 short papers and 2 invited talks were carefully reviewed and selected from 33 submissions. The Workshop aims to gather academic and industrial researchers working on all aspects of performance engineering. Original papers related to theoretical and methodological issues as well as case studies and automated tool support are solicited in the following areas: performance modeling and evaluation, system and network performance engineering, and software performance engineering.
Although tremendous progress has been made in Artificial Intelligence (AI), it entails new challenges. The growing complexity of learning tasks requires more complex AI components, which increasingly exhibit unreliable behaviour. In this book, we present a model-driven approach to model architectural safeguards for AI components and analyse their effect on the overall system reliability.
Book Synopsis Evaluating Architectural Safeguards for Uncertain AI Black-Box Components by : Scheerer, Max
Download or read book Evaluating Architectural Safeguards for Uncertain AI Black-Box Components written by Scheerer, Max and published by KIT Scientific Publishing. This book was released on 2023-10-23 with total page 472 pages. Available in PDF, EPUB and Kindle. Book excerpt: Although tremendous progress has been made in Artificial Intelligence (AI), it entails new challenges. The growing complexity of learning tasks requires more complex AI components, which increasingly exhibit unreliable behaviour. In this book, we present a model-driven approach to model architectural safeguards for AI components and analyse their effect on the overall system reliability.
In this book, we introduce an automatic, experiment-based approach for performance problem diagnostics in enterprise software systems. The proposed approach systematically searches for root causes of detected performance problems by executing series of systematic performance tests. The presented approach is evaluated by various case studies showing that the presented approach is applicable to a wide range of contexts.
Book Synopsis Performance Problem Diagnostics by Systematic Experimentation by : Wert, Alexander
Download or read book Performance Problem Diagnostics by Systematic Experimentation written by Wert, Alexander and published by KIT Scientific Publishing. This book was released on 2018-03-29 with total page 486 pages. Available in PDF, EPUB and Kindle. Book excerpt: In this book, we introduce an automatic, experiment-based approach for performance problem diagnostics in enterprise software systems. The proposed approach systematically searches for root causes of detected performance problems by executing series of systematic performance tests. The presented approach is evaluated by various case studies showing that the presented approach is applicable to a wide range of contexts.