Performance Problem Diagnostics by Systematic Experimentation

Performance Problem Diagnostics by Systematic Experimentation PDF

Author: Alexander Wert

Publisher:

Published: 2020-10-09

Total Pages: 478

ISBN-13: 9781013279065

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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. This work was published by Saint Philip Street Press pursuant to a Creative Commons license permitting commercial use. All rights not granted by the work's license are retained by the author or authors.

Performance Problem Diagnostics by Systematic Experimentation

Performance Problem Diagnostics by Systematic Experimentation PDF

Author: Wert, Alexander

Publisher: KIT Scientific Publishing

Published: 2018-03-29

Total Pages: 486

ISBN-13: 3731506777

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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.

Deriving Goal-oriented Performance Models by Systematic Experimentation

Deriving Goal-oriented Performance Models by Systematic Experimentation PDF

Author: Westermann, Dennis

Publisher: KIT Scientific Publishing

Published: 2014-04-10

Total Pages: 300

ISBN-13: 3731501651

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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.

An Approach for Guiding Developers to Performance and Scalability Solutions

An Approach for Guiding Developers to Performance and Scalability Solutions PDF

Author: Heger, Christoph

Publisher: KIT Scientific Publishing

Published: 2018-09-05

Total Pages: 390

ISBN-13: 373150698X

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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.

Computer Performance Engineering

Computer Performance Engineering PDF

Author: Rena Bakhshi

Publisher: Springer

Published: 2018-10-15

Total Pages: 265

ISBN-13: 3030022277

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This book constitutes the refereed proceedings of the 15th European Workshop on Computer Performance Engineering, EPEW 2018, held in Paris, France, in October 2018. The 17 papers presented together with the abstracts of two invited talks in this volume were carefully reviewed and selected from 27 submissions. The papers presented at the workshop reflect the diversity of modern performance engineering, with topics ranging from advances in performanceengineering realm, including, dependability and security modeling, performance oriented model verification and testing, hardware and software systems case-studies, applications/extensions of queuing theory and network design

Weighted Statistical Testing based on Active Learning and Formal Verification Techniques for Software Reliability Assessment

Weighted Statistical Testing based on Active Learning and Formal Verification Techniques for Software Reliability Assessment PDF

Author: Omri, Fouad ben Nasr

Publisher: KIT Scientific Publishing

Published: 2018-12-11

Total Pages: 190

ISBN-13: 3731504723

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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.

Engineering Scalable, Elastic, and Cost-Efficient Cloud Computing Applications

Engineering Scalable, Elastic, and Cost-Efficient Cloud Computing Applications PDF

Author: Steffen Becker

Publisher: Springer

Published: 2017-05-31

Total Pages: 190

ISBN-13: 3319542869

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This book provides an overview of the problems involved in engineering scalable, elastic, and cost-efficient cloud computing services and describes the CloudScale method — a description of rescuing tools and the required steps to exploit these tools. It allows readers to analyze the scalability problem in detail and identify scalability anti-patterns and bottlenecks within an application. With the CloudScale method, software architects can analyze both existing and planned IT services. The method allows readers to answer questions like: • With an increasing number of users, can my service still deliver acceptable quality of service? • What if each user uses the service more intensively? Can my service still handle it with acceptable quality of service? • What if the number of users suddenly increases? Will my service still be able to handle it? • Will my service be cost-efficient? First the book addresses the importance of scalability, elasticity, and cost-efficiency as vital quality-related attributes of modern cloud computing applications. Following a brief overview of CloudScale, cloud computing applications are then introduced in detail and the aspects that need to be captured in models of such applications are discussed. In CloudScale, these aspects are captured in instances of the ScaleDL modeling language. Subsequently, the book describes the forward engineering part of CloudScale, which is applicable when developing a new service. It also outlines the reverse and reengineering parts of CloudScale, which come into play when an existing (legacy) service is modified. Lastly, the book directly focuses on the needs of both business-oriented and technical managers by providing guidance on all steps of implementing CloudScale as well as making decisions during that implementation. The demonstrators and reference projects described serve as a valuable starting point for learning from experience. This book is meant for all stakeholders interested in delivering scalable, elastic, and cost-efficient cloud computing applications: managers, product owners, software architects and developers alike. With this book, they can both see the overall picture as well as dive into issues of particular interest.

Model-Based Performance Prediction for Concurrent Software on Multicore Architectures---A Simulation-Based Approach

Model-Based Performance Prediction for Concurrent Software on Multicore Architectures---A Simulation-Based Approach PDF

Author: Frank, Markus Kilian

Publisher: KIT Scientific Publishing

Published: 2022-07-18

Total Pages: 400

ISBN-13: 3731511460

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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.

Architectural Data Flow Analysis for Detecting Violations of Confidentiality Requirements

Architectural Data Flow Analysis for Detecting Violations of Confidentiality Requirements PDF

Author: Seifermann, Stephan

Publisher: KIT Scientific Publishing

Published: 2022-12-09

Total Pages: 412

ISBN-13: 3731512467

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Software vendors must consider confidentiality especially while creating software architectures because decisions made here are hard to change later. Our approach represents and analyzes data flows in software architectures. Systems specify data flows and confidentiality requirements specify limitations of data flows. Software architects use detected violations of these limitations to improve the system. We demonstrate how to integrate our approach into existing development processes.