[PDF] Accelerating Software Quality eBook

Author : Eran Kinsbruner
Publisher : Independently Published
Page : 357 pages
File Size : 20,87 MB
Release : 2020-08-10
Category :
ISBN :

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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

Author : Nicole Forsgren, PhD
Publisher : IT Revolution
Page : 251 pages
File Size : 23,3 MB
Release : 2018-03-27
Category : Business & Economics
ISBN : 1942788355

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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.

Author : Deb Jacobs
Publisher : CRC Press
Page : 390 pages
File Size : 48,30 MB
Release : 2005-12-16
Category : Business & Economics
ISBN : 1420031155

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Accelerating Process Improvement Using Agile Techniques explains how agile programming is applied to standard process improvement. By applying agile techniques, IT organizations can speed up process improvement initiatives, minimize the resources these initiatives require, and maximize the benefits of process improvement. The book details st

Author : Niall Richard Murphy
Publisher : "O'Reilly Media, Inc."
Page : 552 pages
File Size : 35,10 MB
Release : 2016-03-23
Category :
ISBN : 1491951176

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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

Author : Gene Kim
Publisher : IT Revolution
Page : 515 pages
File Size : 27,42 MB
Release : 2016-10-06
Category : Business & Economics
ISBN : 194278807X

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Increase profitability, elevate work culture, and exceed productivity goals through DevOps practices. More than ever, the effective management of technology is critical for business competitiveness. For decades, technology leaders have struggled to balance agility, reliability, and security. The consequences of failure have never been greater―whether it's the healthcare.gov debacle, cardholder data breaches, or missing the boat with Big Data in the cloud. And yet, high performers using DevOps principles, such as Google, Amazon, Facebook, Etsy, and Netflix, are routinely and reliably deploying code into production hundreds, or even thousands, of times per day. Following in the footsteps of The Phoenix Project, The DevOps Handbook shows leaders how to replicate these incredible outcomes, by showing how to integrate Product Management, Development, QA, IT Operations, and Information Security to elevate your company and win in the marketplace.

Author : Pollyanna Pixton
Publisher : Pearson Education
Page : 288 pages
File Size : 37,89 MB
Release : 2009-06-11
Category : Computers
ISBN : 0321617088

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Enhance Fundamental Value and Establish Competitive Advantage with Leadership Agility Whether you’re leading an organization, a team, or a project, Stand Back and Deliver gives you the agile leadership tools you’ll need to achieve breakthrough levels of performance. This book brings together immediately usable frameworks and step-by-step processes that help you focus all your efforts where they matter most: delivering business value and building competitive advantage. You’ll first discover how to use the authors’ Purpose Alignment Model to make better up-front decisions about where to invest limited resources—and how to filter out activities that don’t drive market leadership. Next, you’ll learn how to collaborate in new ways that unleash your organization’s full talents for innovation. The authors offer the Context Leadership Model for understanding the unique challenges of any project, and they help you tailor your leadership approach to address them. You’ll find a full chapter on organizing information to promote more effective, value-driven decision-making. Finally, drawing on decades of experience working with great leaders, the authors focus on a critical issue you’ll face over and over again: knowing when to step up and lead, and when to stand back and let your team produce results. Coverage includes Effectively evaluating, planning, and implementing large system projects Reducing resistance to process improvements Bringing greater agility to the way you manage products, portfolios, and projects Identifying the tasks that don’t create enough value to be worth your time Developing the forms of collaboration that are crucial to sustaining innovation Mitigating project risks more effectively—especially those associated with complexity and uncertainty Refocusing all decision-making on delivering value to the organization and the marketplace Making decisions at the right time to leverage the best information without stifling progress

Author : Peter Cronin
Publisher :
Page : pages
File Size : 10,65 MB
Release : 2020-10
Category :
ISBN : 9780648936305

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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.

Author : Mark A. Levin
Publisher : John Wiley & Sons
Page : 456 pages
File Size : 33,12 MB
Release : 2019-05-28
Category : Technology & Engineering
ISBN : 1119179394

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The authoritative guide to the effective design and production of reliable technology products, revised and updated While most manufacturers have mastered the process of producing quality products, product reliability, software quality and software security has lagged behind. The revised second edition of Improving Product Reliability and Software Quality offers a comprehensive and detailed guide to implementing a hardware reliability and software quality process for technology products. The authors – noted experts in the field – provide useful tools, forms and spreadsheets for executing an effective product reliability and software quality development process and explore proven software quality and product reliability concepts. The authors discuss why so many companies fail after attempting to implement or improve their product reliability and software quality program. They outline the critical steps for implementing a successful program. Success hinges on establishing a reliability lab, hiring the right people and implementing a reliability and software quality process that does the right things well and works well together. Designed to be accessible, the book contains a decision matrix for small, medium and large companies. Throughout the book, the authors describe the hardware reliability and software quality process as well as the tools and techniques needed for putting it in place. The concepts, ideas and material presented are appropriate for any organization. This updated second edition: Contains new chapters on Software tools, Software quality process and software security. Expands the FMEA section to include software fault trees and software FMEAs. Includes two new reliability tools to accelerate design maturity and reduce the risk of premature wearout. Contains new material on preventative maintenance, predictive maintenance and Prognostics and Health Management (PHM) to better manage repair cost and unscheduled downtime. Presents updated information on reliability modeling and hiring reliability and software engineers. Includes a comprehensive review of the reliability process from a multi-disciplinary viewpoint including new material on uprating and counterfeit components. Discusses aspects of competition, key quality and reliability concepts and presents the tools for implementation. Written for engineers, managers and consultants lacking a background in product reliability and software quality theory and statistics, the updated second edition of Improving Product Reliability and Software Quality explores all phases of the product life cycle.

Author : Mark A. Levin
Publisher : John Wiley & Sons
Page : 456 pages
File Size : 38,46 MB
Release : 2019-03-19
Category : Technology & Engineering
ISBN : 1119179416

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The authoritative guide to the effective design and production of reliable technology products, revised and updated While most manufacturers have mastered the process of producing quality products, product reliability, software quality and software security has lagged behind. The revised second edition of Improving Product Reliability and Software Quality offers a comprehensive and detailed guide to implementing a hardware reliability and software quality process for technology products. The authors – noted experts in the field – provide useful tools, forms and spreadsheets for executing an effective product reliability and software quality development process and explore proven software quality and product reliability concepts. The authors discuss why so many companies fail after attempting to implement or improve their product reliability and software quality program. They outline the critical steps for implementing a successful program. Success hinges on establishing a reliability lab, hiring the right people and implementing a reliability and software quality process that does the right things well and works well together. Designed to be accessible, the book contains a decision matrix for small, medium and large companies. Throughout the book, the authors describe the hardware reliability and software quality process as well as the tools and techniques needed for putting it in place. The concepts, ideas and material presented are appropriate for any organization. This updated second edition: Contains new chapters on Software tools, Software quality process and software security. Expands the FMEA section to include software fault trees and software FMEAs. Includes two new reliability tools to accelerate design maturity and reduce the risk of premature wearout. Contains new material on preventative maintenance, predictive maintenance and Prognostics and Health Management (PHM) to better manage repair cost and unscheduled downtime. Presents updated information on reliability modeling and hiring reliability and software engineers. Includes a comprehensive review of the reliability process from a multi-disciplinary viewpoint including new material on uprating and counterfeit components. Discusses aspects of competition, key quality and reliability concepts and presents the tools for implementation. Written for engineers, managers and consultants lacking a background in product reliability and software quality theory and statistics, the updated second edition of Improving Product Reliability and Software Quality explores all phases of the product life cycle.

Author : W. Eric Wong
Publisher : World Scientific
Page : 308 pages
File Size : 39,77 MB
Release : 2011
Category : Computers
ISBN : 981434091X

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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.