Performance Benchmarking of Application Monitoring Frameworks

Performance Benchmarking of Application Monitoring Frameworks PDF Author: Jan Waller
Publisher: BoD – Books on Demand
ISBN: 3735778534
Category : Computers
Languages : en
Pages : 374

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Book Description
Application-level monitoring of continuously operating software systems provides insights into their dynamic behavior, helping to maintain their performance and availability during runtime. Such monitoring may cause a significant runtime overhead to the monitored system, depending on the number and location of used instrumentation probes. In order to improve a system’s instrumentation and to reduce the caused monitoring overhead, it is necessary to know the performance impact of each probe. While many monitoring frameworks are claiming to have minimal impact on the performance, these claims are often not backed up with a detailed performance evaluation determining the actual cost of monitoring. Benchmarks can be used as an effective and affordable way for these evaluations. However, no benchmark specifically targeting the overhead of monitoring itself exists. Furthermore, no established benchmark engineering methodology exists that provides guidelines for the design, execution, and analysis of benchmarks. This thesis introduces a benchmark approach to measure the performance overhead of application-level monitoring frameworks. The core contributions of this approach are 1) a definition of common causes of monitoring overhead, 2) a general benchmark engineering methodology, 3) the MooBench micro-benchmark to measure and quantify causes of monitoring overhead, and 4) detailed performance evaluations of three different application-level monitoring frameworks. Extensive experiments demonstrate the feasibility and practicality of the approach and validate the benchmark results. The developed benchmark is available as open source software and the results of all experiments are available for download to facilitate further validation and replication of the results.

Performance Benchmarking of Application Monitoring Frameworks

Performance Benchmarking of Application Monitoring Frameworks PDF Author: Jan Waller
Publisher: BoD – Books on Demand
ISBN: 3735778534
Category : Computers
Languages : en
Pages : 374

Get Book Here

Book Description
Application-level monitoring of continuously operating software systems provides insights into their dynamic behavior, helping to maintain their performance and availability during runtime. Such monitoring may cause a significant runtime overhead to the monitored system, depending on the number and location of used instrumentation probes. In order to improve a system’s instrumentation and to reduce the caused monitoring overhead, it is necessary to know the performance impact of each probe. While many monitoring frameworks are claiming to have minimal impact on the performance, these claims are often not backed up with a detailed performance evaluation determining the actual cost of monitoring. Benchmarks can be used as an effective and affordable way for these evaluations. However, no benchmark specifically targeting the overhead of monitoring itself exists. Furthermore, no established benchmark engineering methodology exists that provides guidelines for the design, execution, and analysis of benchmarks. This thesis introduces a benchmark approach to measure the performance overhead of application-level monitoring frameworks. The core contributions of this approach are 1) a definition of common causes of monitoring overhead, 2) a general benchmark engineering methodology, 3) the MooBench micro-benchmark to measure and quantify causes of monitoring overhead, and 4) detailed performance evaluations of three different application-level monitoring frameworks. Extensive experiments demonstrate the feasibility and practicality of the approach and validate the benchmark results. The developed benchmark is available as open source software and the results of all experiments are available for download to facilitate further validation and replication of the results.

Site Reliability Engineering

Site Reliability Engineering PDF Author: Niall Richard Murphy
Publisher: "O'Reilly Media, Inc."
ISBN: 1491951176
Category :
Languages : en
Pages : 552

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Book Description
The overwhelming majority of a software system’s lifespan is spent in use, not in design or implementation. So, why does conventional wisdom insist that software engineers focus primarily on the design and development of large-scale computing systems? In this collection of essays and articles, key members of Google’s Site Reliability Team explain how and why their commitment to the entire lifecycle has enabled the company to successfully build, deploy, monitor, and maintain some of the largest software systems in the world. You’ll learn the principles and practices that enable Google engineers to make systems more scalable, reliable, and efficient—lessons directly applicable to your organization. This book is divided into four sections: Introduction—Learn what site reliability engineering is and why it differs from conventional IT industry practices Principles—Examine the patterns, behaviors, and areas of concern that influence the work of a site reliability engineer (SRE) Practices—Understand the theory and practice of an SRE’s day-to-day work: building and operating large distributed computing systems Management—Explore Google's best practices for training, communication, and meetings that your organization can use

The Art of Application Performance Testing

The Art of Application Performance Testing PDF Author: Ian Molyneaux
Publisher: "O'Reilly Media, Inc."
ISBN: 0596551053
Category : Computers
Languages : en
Pages : 159

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Book Description
This practical book provides a step-by-step approach to testing mission-critical applications for scalability and performance before they're deployed -- a vital topic to which other books devote one chapter, if that. Businesses today live and die by network applications and web services. Because of the increasing complexity of these programs, and the pressure to deploy them quickly, many professionals don't take the time to ensure that they'll perform well and scale effectively. The Art of Application Performance Testing explains the complete life cycle of the testing process, and demonstrates best practices to help you plan, gain approval for, coordinate, and conduct performance tests on your applications. With this book, you'll learn to: Set realistic performance testing goals Implement an effective application performance testing strategy Interpret performance test results Cope with different application technologies and architectures Use automated performance testing tools Test traditional local applications, web-based applications, and web services (SOAs) Recognize and resolves issues that are often overlooked in performance tests Written by a consultant with 30 years of experience in the IT industry and over 12 years experience with performance testing, this easy-to-read book is illustrated with real-world examples and packed with practical advice. The Art of Application Performance Testing thoroughly explains the pitfalls of an inadequate testing strategy and offers you a robust, structured approach for ensuring that your applications perform well and scale effectively when the need arises. "Ian has maintained a vendor-agnostic methodology beautifully in this material. The metrics and graphs, along with background information provided in his case studies, eloquently convey to the reader, 'Methodology above all, tools at your discretion...' Ian's expertise shines through throughout the entire reading experience."-- Matt St. Onge, Enterprise Solution Architect, HCL Technologies America / Teradyne

Measuring Performance and Benchmarking Project Management at the Department of Energy

Measuring Performance and Benchmarking Project Management at the Department of Energy PDF Author: National Research Council
Publisher: National Academies Press
ISBN: 0309181763
Category : Transportation
Languages : en
Pages : 52

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Book Description
In 1997, Congress, in the conference report, H.R. 105-271, to the FY1998 Energy and Water Development Appropriation Bill, directed the National Research Council (NRC) to carry out a series of assessments of project management at the Department of Energy (DOE). The final report in that series noted that DOE lacked an objective set of measures for assessing project management quality. The department set up a committee to develop performance measures and benchmarking procedures and asked the NRC for assistance in this effort. This report presents information and guidance for use as a first step toward development of a viable methodology to suit DOE's needs. It provides a number of possible performance measures, an analysis of the benchmarking process, and a description ways to implement the measures and benchmarking process.

Parallel Computing: Software Technology, Algorithms, Architectures & Applications

Parallel Computing: Software Technology, Algorithms, Architectures & Applications PDF Author: Gerhard Joubert
Publisher: Elsevier
ISBN: 0080538436
Category : Computers
Languages : en
Pages : 975

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Book Description
Advances in Parallel Computing series presents the theory and use of of parallel computer systems, including vector, pipeline, array, fifth and future generation computers and neural computers. This volume features original research work, as well as accounts on practical experience with and techniques for the use of parallel computers.

OECD Skills Studies Technical Support for the Development of a National Skills Strategy for the Republic of Bulgaria

OECD Skills Studies Technical Support for the Development of a National Skills Strategy for the Republic of Bulgaria PDF Author: OECD
Publisher: OECD Publishing
ISBN: 9264661859
Category :
Languages : en
Pages : 180

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Book Description
This report, developed with financial assistance from the European Union under the Technical Support Instrument supports Bulgaria's development of a comprehensive national skills strategy. It identifies key skills objectives, outlines actionable steps for policy implementation, and provides a framework for monitoring progress. Through this strategic guidance, the report aims to foster a more resilient, and future-ready skills system in Bulgaria.

The Comprehensive Guide to Databases

The Comprehensive Guide to Databases PDF Author: Ron Legarski
Publisher: SolveForce
ISBN:
Category : Computers
Languages : en
Pages : 182

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Book Description
The Comprehensive Guide to Databases offers an in-depth exploration into the dynamic world of database technology. This guide is designed for a wide audience, from beginners to seasoned professionals, aiming to enhance their understanding of database management. It covers the foundations of database technology, including relational databases, NoSQL solutions, and advanced topics such as distributed systems, big data analytics, and the role of AI and machine learning in database management. With detailed explanations of key concepts, practical applications, and real-world case studies, this book provides readers with the skills necessary to design, implement, and manage database systems effectively. The guide also looks toward the future of database technology, examining emerging trends like cloud databases, data security, and regulatory compliance, making it an essential resource for anyone looking to master the art of database management in the modern digital landscape.

A Guide to Software Quality Engineering

A Guide to Software Quality Engineering PDF Author: Shravan Pargaonkar
Publisher: CRC Press
ISBN: 1040027733
Category : Computers
Languages : en
Pages : 148

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Book Description
In today’s fast-paced digital world, delivering high-quality software is not just a goal; it’s an absolute necessity. A Guide to Software Quality Engineering is a companion book for anyone involved in software development, testing, or quality assurance. This comprehensive book takes you on a transformative journey through the world of software quality engineering, providing invaluable insights, practical methodologies, and expert advice that will elevate your projects to new levels of excellence. The book features the following points: • Performance Testing Security Testing • Usability Testing • Continuous Integration and Continuous Testing • Requirements Engineering and Quality • Code Quality and Static Analysis • Defect Management and Root Cause Analysis • Release and Deployment Management Dive into the fundamental principles of software quality engineering, understanding the critical role it plays in ensuring customer satisfaction, user experience, and the overall success of your software products. Whether you’re a seasoned professional or a budding enthusiast, this book caters to all levels of expertise.

Live Trace Visualization for System and Program Comprehension in Large Software Landscapes

Live Trace Visualization for System and Program Comprehension in Large Software Landscapes PDF Author: Florian Fittkau
Publisher: BoD – Books on Demand
ISBN: 3739207167
Category : Computers
Languages : en
Pages : 362

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Book Description
In many enterprises, the number of deployed applications is constantly increasing. Those applications - often several hundreds - form large software landscapes. The comprehension of such landscapes is frequently impeded due to, for instance, architectural erosion, personnel turnover, or changing requirements. Furthermore, events such as performance anomalies can often only be understood in correlation with the states of the applications. Therefore, an efficient and effective way to comprehend such software landscapes in combination with the details of each application is required. In this thesis, we introduce a live trace visualization approach to support system and program comprehension in large software landscapes. It features two perspectives: a landscape-level perspective using UML elements and an application-level perspective following the 3D software city metaphor. Our main contributions are 1) an approach named ExplorViz for enabling live trace visualization of large software landscapes, 2) a monitoring and analysis approach capable of logging and processing the huge amount of conducted method calls in large software landscapes, and 3) display and interaction concepts for the software city metaphor beyond classical 2D displays and 2D pointing devices. Extensive lab experiments show that our monitoring and analysis approach elastically scales to large software landscapes while imposing only a low overhead on the productive systems. Furthermore, several controlled experiments demonstrate an increased efficiency and effectiveness for solving comprehension tasks when using our visualization. ExplorViz is available as open-source software on www.explorviz.net. Additionally, we provide extensive experimental packages of our evaluations to facilitate the verifiability and reproducibility of our results.

Adoption framework in the development of data warehouse for business intelligence system [sumber elektronis]

Adoption framework in the development of data warehouse for business intelligence system [sumber elektronis] PDF Author: Salaki Reynaldo Joshua
Publisher: Jakad Media Publishing
ISBN: 6234681379
Category : Art
Languages : en
Pages : 90

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Book Description