Accelerating Software Quality
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Accelerating Software Quality
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Author : Eran Kinsbruner
language : en
Publisher: Independently Published
Release Date : 2020-08-10
Accelerating Software Quality written by Eran Kinsbruner and has been published by Independently Published this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-08-10 with categories.
The book "Accelerating Software Quality: Machine Learning and Artificial Intelligence in the Age of DevOps" is a complete asset for software developers, testers, and managers that are on their journey to a more mature DevOps workflow, and struggle with better automation and data-driven decision making. DevOps is a mature process across the entire market, however, with existing Non-AI/ML technologies and models, it comes short in expediting release cycle, identifying productivity gaps and addressing them. This book, that was implemented by myself with the help of leaders from the DevOps and test automation space, is covering topics from basic introduction to AI and ML in software development and testing, implications of AI and ML on existing apps, processes, and tools, practical tips in applying commercial and open-source AI/ML tools within existing tool chain, chat-bots testing, visual based testing using AI, automated security scanning for vulnerabilities, automated code reviews, API testing and management using AI/ML, reducing effort and time through test impact analysis (TIA), robotic process automation (RPA), AIOps for smarter code deployments and production defects prevention, and many more.When properly leveraging such tools, DevOps teams can benefit from greater code quality and functional and non-functional test automation coverage. This increases their release cycle velocity, reduces noise and software waste, and enhances their app quality.The book is divided into 3 main sections: *Section 1 covers the fundamentals of AI and ML in software development and testing. It includes introductions, definitions, 101 for testing AI-Based applications, classifications of AI/ML and defects that are tied to AI/ML, and more.*Section 2 focuses on practical advises and recommendations for using AI/ML based solutions within software development activities. This section includes topics like visual AI test automation, AI in test management, testing conversational AI applications, RPA benefits, API testing and much more.*Section 3 covers the more advanced and future-looking angles of AI and ML with projections and unique use cases. Among the topics in this section are AI and ML in logs observability, AIOps benefits to an entire DevOps teams, how to maintain AI/ML test automation, Test impact analysis with AI, and more.The book is packed with many proven best practices, real life examples, and many other open source and commercial solution recommendations that are set to shape the future of DevOps together with ML/AI
Accelerate
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Author : Nicole Forsgren PhD
language : en
Publisher: IT Revolution
Release Date : 2018-03-27
Accelerate written by Nicole Forsgren PhD and has been published by IT Revolution this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-03-27 with Business & Economics categories.
Winner of the Shingo Publication Award Accelerate your organization to win in the marketplace. How can we apply technology to drive business value? For years, we've been told that the performance of software delivery teams doesn't matter―that it can't provide a competitive advantage to our companies. Through four years of groundbreaking research to include data collected from the State of DevOps reports conducted with Puppet, Dr. Nicole Forsgren, Jez Humble, and Gene Kim set out to find a way to measure software delivery performance―and what drives it―using rigorous statistical methods. This book presents both the findings and the science behind that research, making the information accessible for readers to apply in their own organizations. Readers will discover how to measure the performance of their teams, and what capabilities they should invest in to drive higher performance. This book is ideal for management at every level.
Software Testing And Continuous Quality Improvement
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Author : William E. Lewis
language : en
Publisher: CRC Press
Release Date : 2000-04-21
Software Testing And Continuous Quality Improvement written by William E. Lewis and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2000-04-21 with Computers categories.
This book helps accelerate the development of high quality software using continuous process improvement. The book starts with an overview of basic quality principles and how you can apply the continuous improvement cycle to software testing. It then reviews waterfall life cycle testing, followed by an extensive RAD testing methodology for client/s
A Frontend Web Developer S Guide To Testing
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Author : Eran Kinsbruner
language : en
Publisher:
Release Date : 2022-03-29
A Frontend Web Developer S Guide To Testing written by Eran Kinsbruner and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-03-29 with categories.
Accelerating Digital Transformation
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Author : Jan Bosch
language : en
Publisher: Springer Nature
Release Date : 2022-11-20
Accelerating Digital Transformation written by Jan Bosch and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-11-20 with Computers categories.
This book celebrates the 10-year anniversary of Software Center (a collaboration between 18 European companies and five Swedish universities) by presenting some of the most impactful and relevant journal or conference papers that researchers in the center have published over the last decade. The book is organized around the five themes around which research in Software Center is organized, i.e. Continuous Delivery, Continuous Architecture, Metrics, Customer Data and Ecosystems Driven Development, and AI Engineering. The focus of the Continuous Delivery theme is to help companies to continuously build high quality products with the right degree of automation. The Continuous Architecture theme addresses challenges that arise when balancing the need for architectural quality and more agile ways of working with shorter development cycles. The Metrics theme studies and provides insight to understand, monitor and improve software processes, products and organizations. The fourth theme, Customer Data and Ecosystem Driven Development, helps companies make sense of the vast amounts of data that are continuously collected from products in the field. Eventually, the theme of AI Engineering addresses the challenge that many companies struggle with in terms of deploying machine- and deep-learning models in industrial contexts with production quality. Each theme has its own part in the book and each part has an introduction chapter and then a carefully selected reprint of the most important papers from that theme. This book mainly aims at researchers and advanced professionals in the areas of software engineering who would like to get an overview about the achievement made in various topics relevant for industrial large-scale software development and management – and to see how research benefits from a close cooperation between industry and academia.
A A Frontend Web Developer S Guide To Testing
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Author : Eran Kinsbruner
language : en
Publisher: Packt Publishing Ltd
Release Date : 2022-03-29
A A Frontend Web Developer S Guide To Testing written by Eran Kinsbruner and has been published by Packt Publishing Ltd this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-03-29 with Computers categories.
This book is a comprehensive guide to frontend web app testing. You'll develop a solid understanding of the advanced features that lead testing frameworks offer and the pillars of a successful web app testing strategy. With this book, you’ll be able to devise a suitable testing strategy using both code coverage and test coverage measurements.
Continuous Testing
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Author : Wayne Ariola
language : en
Publisher: CreateSpace
Release Date : 2014-01-02
Continuous Testing written by Wayne Ariola and has been published by CreateSpace this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-01-02 with categories.
Continuous Testing provides a real-time, objective assessment of the business risks associated with an application under development. Applied uniformly, Continuous Testing allows both business and technical managers to make better trade-off decisions between release scope, time, and quality. Generally speaking, Continuous Testing is NOT simply more test automation. Rather, it is the reassessment of software quality practices-driven by an organization's cost of quality and balanced for speed and agility. Ultimately, Continuous Testing can provide a quantitative assessment of risk and produce actionable tasks that will help mitigate these risks before progressing to the next stage of the SDLC. What you'll learn You will learn how Continuous Testing can help your organization answer the following questions at the time of the critical "go / no-go" decision for a software release candidate: Are we done testing? Does the release candidate achieve expected quality standards? What are the quantifiable risks associated with the release candidate? How confident are we that we won't end up in the news for software failures? Who this book is for This book is written for business executives and development practitioners who need to achieve the optimal balance between speed and quality with software that interfaces with customers... and ultimately revenue. It provides a technical perspective on how to accelerate the SDLC and release with confidence. From Alan Zeichick, SD Times "Ariola and Dunlop nail the target: It's all about risk. That's what insurance is all about, that's what attorneys are all about, that's the sort of decision that every business and technology manager makes all day, every day. We have to live with risk and make tradeoffs. More testing? At some point, indeed, we have to cut it off. It's difficult if not impossible to assess the business risk of software quality. Yes, software quality is expensive. The higher the quality, the more time it takes to deliver software, and the greater the resources you must spend on software quality. And yes, it is expensive to have software failures-you might lose money, lose customers, suffer lawsuits, damage your brand, end up on the front page of The Wall Street Journal. Not good... Ariola and Dunlop make a good point in their short book: We mustn't accept that the trend toward accelerating the development process will magically improve software quality; indeed, we should expect the opposite. And if we are going to mitigate risk in today's environment, we need to reengineer the software development process in a way that considers business risk to be one of the metrics, along with the other traditional results of our automated testing and Continuous Integration systems."
Adaptive Control Approach For Software Quality Improvement
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Author : W Eric Wong
language : en
Publisher: World Scientific
Release Date : 2011-06-30
Adaptive Control Approach For Software Quality Improvement written by W Eric Wong and has been published by World Scientific this book supported file pdf, txt, epub, kindle and other format this book has been release on 2011-06-30 with Computers categories.
This book focuses on the topic of improving software quality using adaptive control approaches. As software systems grow in complexity, some of the central challenges include their ability to self-manage and adapt at run time, responding to changing user needs and environments, faults, and vulnerabilities. Control theory approaches presented in the book provide some of the answers to these challenges. The book weaves together diverse research topics (such as requirements engineering, software development processes, pervasive and autonomic computing, service-oriented architectures, on-line adaptation of software behavior, testing and QoS control) into a coherent whole. Written by world-renowned experts, this book is truly a noteworthy and authoritative reference for students, researchers and practitioners to better understand how the adaptive control approach can be applied to improve the quality of software systems. Book chapters also outline future theoretical and experimental challenges for researchers in this area. Contents:Prioritizing Coverage-Oriented Testing Process — An Adaptive-Learning-Based Approach and Case Study (Fevzi Belli, Mubariz Eminov, Nida Gökçe & W Eric Wong)Statistical Evaluation Methods for V&V of Neuro-Adaptive Systems (Y Liu, J Schumann & B Cukic)Adaptive Random Testing (Dave Towey)Transparent Shaping: A Methodology for Adding Adaptive Behavior to Existing Software Systems and Applications (S Masoud Sadjadi, Philip K McKinley & Betty H C Cheng)Rule Extraction to Understand Changes in an Adaptive System (Marjorie A Darrah & Brian J Taylor)Requirements Engineering Via Lyqpunov Analysis for Adaptive Flight Control Systems (Giampiero Campa, Marco Mammarella, Mario L Fravolini & Bojan Cukic)Quantitative Modeling for Incremental Software Process Control (Scott D Miller, Raymond A DeCarlo & Aditya P Mathur)Proactive Monitoring and Control of Workflow Execution in Adaptive Service-based Systems (Stephen S Yau & Dazhi Huang)Accelerated Life Tests and Software Aging (Rivalino Matias Jr & Kishor S Trivedi) Readership: Students, researchers and practitioners in software engineering, as well as applied optimization and control theory. Keywords:Software Quality;Control;Software Cybernetics
Pace
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Author : Peter Cronin
language : en
Publisher:
Release Date : 2020-10
Pace written by Peter Cronin and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-10 with categories.
Discover how to develop at Pace! Software development approaches have stalled - barely more efficient now than two decades ago. Yet software development has radically evolved. This book contains the blueprint for a new way to execute software development - one that finally brings planning and execution under control, so you can smoothly increase output without sacrificing code quality. You'll learn:>Why Agile has stalled and Sprints are the key cause. > How keeping everyone busy all the time is tremendously damaging. >Why current project management techniques inevitably lead to situations where you have a perfect storm of overdue old work, time-critical new work and zero spare resources. You'll discover how to use Pace - a new system for software development made up of 12 counterintuitive but proven rules that lets you scale without losing the magic. And you'll learn a simple decision-making toolset for making snap decisions that harness growth - even in the face of imperfect information. Pace gives you a comprehensive plan to turn your software development pipeline into a highly efficient machine without the chaos and indecision that so often accompanies high-speed growth.
Leading Quality
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Author : Ronald Cummings - John
language : en
Publisher: Roi Press
Release Date : 2019-07-30
Leading Quality written by Ronald Cummings - John and has been published by Roi Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-07-30 with Computers categories.
What makes the world's leading engineering and QA teams so successful? Learn from Google, Etsy, The New York Times, GitHub, King, HelloFresh and many more. Leading Quality is the ultimate guide to becoming a leader of quality, mastering strategic decisions and enabling your team to accelerate growth.