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Quantifying And Predicting The Influence Of Execution Platform On Software Component Performance
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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 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.
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:
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.
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.
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 312 pages. Available in PDF, EPUB and Kindle. Book excerpt: We present a novel performance modeling approach tailored to I/O performance prediction in virtualized environments. The main idea is to identify important performance-influencing factors and to develop storage-level I/O performance models. To increase the practical applicability of these models, we combine the low-level I/O performance models with high-level software architecture models. Our approach is validated in a variety of case studies in state-of-the-art, real-world environments.
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:
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.
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.
Book Synopsis An Approach for Guiding Developers to Performance and Scalability Solutions by : Heger, Christoph
Download or read book An Approach for Guiding Developers to Performance and Scalability Solutions written by Heger, Christoph and published by KIT Scientific Publishing. This book was released on 2018-09-05 with total page 390 pages. Available in PDF, EPUB and Kindle. Book excerpt: The quality of enterprise software applications plays a crucial role for the satisfaction of the users and the economic success of the enterprises. Software applications with unsatisfying performance and scalability are perceived by its users as low in quality, as less interesting and less attractive, and cause frustration when preventing the users from attaining their goals. This book proposes an approach for a recommendation system that enables developers who are novices in software perform.
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.
Book Synopsis Modelling Event-Based Interactions in Component-Based Architectures for Quantitative System Evaluation by : Christoph Rathfelder
Download or read book Modelling Event-Based Interactions in Component-Based Architectures for Quantitative System Evaluation written by Christoph Rathfelder and published by KIT Scientific Publishing. This book was released on 2014-07-31 with total page 388 pages. Available in PDF, EPUB and Kindle. Book excerpt: This dissertation thesis presents an approach enabling the modelling and quality-of-service prediction of event-based systems at the architecture-level. Applying a two-step model refinement transformation, the approach integrates platform-specific performance influences of the underlying middleware while enabling the use of different existing analytical and simulation-based prediction techniques.
Book Synopsis Deriving Goal-oriented Performance Models by Systematic Experimentation by : Westermann, Dennis
Download or read book Deriving Goal-oriented Performance Models by Systematic Experimentation written by Westermann, Dennis and published by KIT Scientific Publishing. This book was released on 2014-04-10 with total page 300 pages. Available in PDF, EPUB and Kindle. Book excerpt: Performance modelling can require substantial effort when creating and maintaining performance models for software systems that are based on existing software. Therefore, this thesis addresses the challenge of performance prediction in such scenarios. It proposes a novel goal-oriented method for experimental, measurement-based performance modelling. We validated the approach in a number of case studies including standard industry benchmarks as well as a real development scenario at SAP.
Book Synopsis Architecture-based Evolution of Dependable Software-intensive Systems by : Heinrich, Robert
Download or read book Architecture-based Evolution of Dependable Software-intensive Systems written by Heinrich, Robert and published by KIT Scientific Publishing. This book was released on 2023-06-05 with total page 154 pages. Available in PDF, EPUB and Kindle. Book excerpt: This cumulative habilitation thesis, proposes concepts for (i) modelling and analysing dependability based on architectural models of software-intensive systems early in development, (ii) decomposition and composition of modelling languages and analysis techniques to enable more flexibility in evolution, and (iii) bridging the divergent levels of abstraction between data of the operation phase, architectural models and source code of the development phase.
Book Synopsis Automated Coevolution of Source Code and Software Architecture Models by : Langhammer, Michael
Download or read book Automated Coevolution of Source Code and Software Architecture Models written by Langhammer, Michael and published by KIT Scientific Publishing. This book was released on 2019-08-23 with total page 374 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Quality-driven Reuse of Model-based Software Architecture Elements by : Busch, Axel
Download or read book Quality-driven Reuse of Model-based Software Architecture Elements written by Busch, Axel and published by KIT Scientific Publishing. This book was released on 2019-10-17 with total page 444 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Weighted Statistical Testing based on Active Learning and Formal Verification Techniques for Software Reliability Assessment by : Omri, Fouad ben Nasr
Download or read book Weighted Statistical Testing based on Active Learning and Formal Verification Techniques for Software Reliability Assessment written by Omri, Fouad ben Nasr and published by KIT Scientific Publishing. This book was released on 2018-12-11 with total page 190 pages. Available in PDF, EPUB and Kindle. Book excerpt: This work developed an automatic approach for the assessment of software reliability which is both theoretical sound and practical. The developed approach extends and combines theoretical sound approaches in a novel manner to systematically reduce the overhead of reliability assessment.