Download or read book AI DRIVEN TEST STRATEGIES Enhancing Quality and Efficiency in Software Development written by Phani Durga Nanda Kishore Kommisetty and published by JEC PUBLICATION. This book was released on with total page 162 pages. Available in PDF, EPUB and Kindle. Book excerpt: .....

Download or read book DevOps REVOLUTION Modern Practices for CI CD Success Enhancing Quality and Efficiency in Software Development written by Anil Kumar Kommrraju and published by JEC PUBLICATION. This book was released on with total page 194 pages. Available in PDF, EPUB and Kindle. Book excerpt: ....

Download or read book AI Infused Test Automation Revolutionizing Software Testing through Artificial Intelligence written by Anup Sahoo and published by OrangeBooks Publication. This book was released on 2023-11-27 with total page 348 pages. Available in PDF, EPUB and Kindle. Book excerpt: AI-Infused Test Automation: Revolutionizing Software Testing through Artificial Intelligence is an enlightening book that explores the transformative power of AI in software testing. It covers a wide range of AI-driven techniques, tools, and practices, providing readers with a comprehensive understanding of how AI has revolutionized the field. The book inspires readers to embrace AI and leverage its capabilities to enhance test case generation, bug detection, performance testing, and test management. With AI, readers can achieve higher productivity, improved software quality, and enhanced customer satisfaction. This book catalyzes readers to embark on their AI-infused testing journey, driving innovation and shaping the future of software testing.

Download or read book Advancing Software Engineering Through AI Federated Learning and Large Language Models written by Sharma, Avinash Kumar and published by IGI Global. This book was released on 2024-05-02 with total page 375 pages. Available in PDF, EPUB and Kindle. Book excerpt: The rapid evolution of software engineering demands innovative approaches to meet the growing complexity and scale of modern software systems. Traditional methods often need help to keep pace with the demands for efficiency, reliability, and scalability. Manual development, testing, and maintenance processes are time-consuming and error-prone, leading to delays and increased costs. Additionally, integrating new technologies, such as AI, ML, Federated Learning, and Large Language Models (LLM), presents unique challenges in terms of implementation and ethical considerations. Advancing Software Engineering Through AI, Federated Learning, and Large Language Models provides a compelling solution by comprehensively exploring how AI, ML, Federated Learning, and LLM intersect with software engineering. By presenting real-world case studies, practical examples, and implementation guidelines, the book ensures that readers can readily apply these concepts in their software engineering projects. Researchers, academicians, practitioners, industrialists, and students will benefit from the interdisciplinary insights provided by experts in AI, ML, software engineering, and ethics.

Download or read book How to Develop a QA Strategy with Generative AI written by Bosun Sogeke and published by Bosun Sogeke. This book was released on 2024-08-16 with total page 71 pages. Available in PDF, EPUB and Kindle. Book excerpt: In the rapidly evolving landscape of software development, Quality Assurance (QA) plays a pivotal role in ensuring the reliability and performance of applications. "How to Develop a QA Strategy with Generative AI" provides a comprehensive guide to leveraging cutting-edge Generative AI technologies to enhance your QA processes. This ebook delves into the practical steps required to integrate AI into your existing QA workflows, from selecting the right tools to implementing automated testing and predictive analytics. Through detailed case studies, real-world examples, and step-by-step instructions, you’ll learn how to automate repetitive tasks, improve test accuracy, and significantly reduce testing cycles. Whether you’re a QA manager, software engineer, or tech enthusiast, this guide offers valuable insights into the future of QA. Discover how AI-driven tools can transform your approach to software quality, leading to better products and satisfied customers.

Download or read book Algorithms of Intelligence Exploring the World of Machine Learning written by Dr R. Keerthika and published by Inkbound Publishers. This book was released on 2022-01-20 with total page 224 pages. Available in PDF, EPUB and Kindle. Book excerpt: Delve into the fascinating world of machine learning with this comprehensive guide, which unpacks the algorithms driving today's intelligent systems. From foundational concepts to advanced applications, this book is essential for anyone looking to understand the mechanics behind AI.

Download or read book Integrating Artificial Intelligence with DevOps written by Sumanth Tatineni and published by Libertatem Media Private Limited. This book was released on 2024-03-15 with total page 251 pages. Available in PDF, EPUB and Kindle. Book excerpt: Unlock the future of software development with Integrating Artificial Intelligence with DevOps: Advanced Techniques, Predictive Analytics, and Automation for Real-Time Optimization and Security in Modern Software Development. This comprehensive monograph is a must-read for professionals seeking to revolutionize their DevOps workflows through the power of AI. Dive deep into the intricate integration of Artificial Intelligence within DevOps practices and discover advanced methodologies that enhance every stage of the software development lifecycle. From predictive analytics and intelligent automation to real-time optimization and robust security measures, this book offers a wealth of knowledge for optimizing software delivery. Explore practical applications, in-depth case studies, and best practices that illustrate the transformative potential of AI in DevOps. Each chapter builds on the previous, providing a seamless and cohesive narrative that guides readers through foundational concepts to advanced implementations. Whether you're looking to improve CI/CD pipelines, automate testing and monitoring, manage infrastructure more efficiently, or enhance security with AI-driven techniques, this book equips you with the tools and insights needed to ensure high-quality, secure, and efficient software delivery. Join the vanguard of modern software development with Integrating Artificial Intelligence with DevOps, and harness AI to achieve real-time optimization and unparalleled security in your DevOps processes.

Download or read book Continuous Testing Quality Security and Feedback written by Marc Hornbeek and published by Packt Publishing Ltd. This book was released on 2024-09-05 with total page 350 pages. Available in PDF, EPUB and Kindle. Book excerpt: A step-by-step guide to developing high-quality, secure, and agile software using continuous testing and feedback strategies and tools Key Features Gain insights from real-world use cases and experiences of an IEEE Outstanding Engineer and DevOps consultant Implement best practices for continuous testing strategies and tools, test designs, environments, results, and metrics Leverage AI/ML, implementation patterns, and performance measurement during software development Book DescriptionOrganizations struggle to integrate and execute continuous testing, quality, security, and feedback practices into their DevOps, DevSecOps, and SRE approaches to achieve successful digital transformations. This book addresses these challenges by embedding these critical practices into your software development lifecycle. Beginning with the foundational concepts, the book progresses to practical applications, helping you understand why these practices are crucial in today’s fast-paced software development landscape. You’ll discover continuous strategies to avoid the common pitfalls and streamline the quality, security, and feedback mechanisms within software development processes. You’ll explore planning, discovery, and benchmarking through systematic engineering approaches, tailored to organizational needs. You’ll learn how to select toolchains, integrating AI/ML for resilience, and implement real-world case studies to achieve operational excellence. You’ll learn how to create strategic roadmaps, aligned with digital transformation goals, and measure outcomes recognized by DORA. You’ll explore emerging trends that are reshaping continuous practices in software development. By the end of this book, you’ll have the knowledge and skills to drive continuous improvement across the software development lifecycle.What you will learn Ensure continuous testing, quality, security, and feedback in DevOps, DevSecOps, and SRE practices Apply capability maturity models, set goals, conduct discoveries, and set benchmarks for digital transformations Implement and assess continuous improvement strategies with various tools and frameworks Avoid pitfalls and enhance user experience with gap assessments, value stream management, and roadmaps Adhere to proven engineering practices for software delivery and operations Stay on top of emerging trends in AI/ML and continuous improvement Who this book is for This book is for software engineers, DevOps engineers, DevSecOps engineers, site reliability engineers, testers, QA professionals, and enterprise leaders looking to implement continuous testing, quality, security, and feedback for achieving efficiency, reliability, and success in digital transformations. Basic knowledge and experience in software development, testing, system design and system operations is a must.

Download or read book Mobile DevOps Playbook written by Moataz Nabil and published by Packt Publishing Ltd. This book was released on 2023-09-28 with total page 384 pages. Available in PDF, EPUB and Kindle. Book excerpt: Learn to use mobile DevOps for faster, more efficient mobile development by uncovering the secrets of mobile application development lifecycle Key Features Discover best practices and mobile DevOps tools for test automation, app releases, performance optimization, security, error tracking, and more Enhance efficiency, speed, and quality of your development process with mobile DevOps Explore mobile DevOps components like continuous integration, testing, deployment, and monitoring Purchase of the print or Kindle book includes a free PDF eBook Book DescriptionTo build mobile apps, you need to understand mobile-first features, tools, and processes that help you build, test, and release robust apps faster and more efficiently. The multitude of challenges stemming from mobile development's inherent complexities, including native iOS and Android app creation, cross-platform frameworks, and the implementation of scalable architectures within extensive teams, collectively contribute to a substantial number of obstacles that can significantly prolong the release process. This book will help you understand and implement the best practices of mobile DevOps for continuous integration, testing, delivery, deployment, and monitoring. You’ll explore different challenges faced by developers due to varied OSs, the unforgiving nature of mobile applications, and continuous updates to mobile phones and learn how to maneuver through these challenges. You’ll also get to grips with the latest trends while discovering the potential future of mobile DevOps, with valuable insights and guidance about integrating mobile development teams into your organization. By the end of this book, you’ll be well-equipped to successfully implement mobile DevOps and build fast, qualitative, and efficient mobile apps for your team or organization.What you will learn Discover the principles, components, and concepts of mobile DevOps Develop a successful mobile CI/CD strategy in your organization Identify the tools and processes for mobile app release and distribution Develop and release mobile applications efficiently and reliably Implement continuous testing with mobile DevOps Leverage Mobile DevSecOps to improve security, efficiency of your Mobile app development process Understand how Platform Engineering and IDP Teams can improve Developer Productivity in Mobile DevOps Identify and fix problems with mobile application performance and data usage Who this book is forThis book is for DevOps engineers looking to learn more about mobile DevOps to build effective processes for releasing mobile apps quickly and frequently. It’s also an excellent resource for mobile developers, mobile release managers, mobile architects, mobile platform engineers, and QA engineers, involved in mobile app development. Familiarity with DevOps and mobile app challenges related to testing, releasing, and monitoring especially at scale is a prerequisite.

Download or read book Modern DevOps Practices written by Gaurav Agarwal and published by Packt Publishing Ltd. This book was released on 2024-01-12 with total page 568 pages. Available in PDF, EPUB and Kindle. Book excerpt: Enhance DevOps workflows by integrating the functionalities of Git, Docker, Kubernetes, Argo CD, Ansible, Terraform, Istio, and more with the help of practical examples and expert tips Key Features Explore containers as a service (CaaS) and infrastructure automation in the public cloud Secure and ship software continuously to production with DevOps, GitOps, SecOps, and automation Operate distributed and scalable microservices apps in the cloud with a modern service mesh Purchase of the print or Kindle book includes a free PDF eBook Book DescriptionDevOps and the cloud have changed how we look at software development and operations like never before, leading to the rapid growth of various DevOps tools, techniques, and practices. This updated edition helps you pick up the right tools by providing you with everything you need to get started with your DevOps journey. The book begins by introducing you to modern cloud-native architecture, and then teaches you about the architectural concepts needed to implement the modern way of application development. The next set of chapters helps you get familiarized with Git, Docker, Kubernetes, Ansible, Terraform, Packer, and other similar tools to enable you to build a base. As you advance, you’ll explore the core elements of cloud integration—AWS ECS, GKE, and other CaaS services. The chapters also discuss GitOps, continuous integration, and continuous delivery—GitHub actions, Jenkins, and Argo CD—to help you understand the essence of modern app delivery. Later, you’ll operate your container app in production using a service mesh and apply AI in DevOps. Throughout the book, you’ll discover best practices for automating and managing your development lifecycle, infrastructure, containers, and more. By the end of this DevOps book, you'll be well-equipped to develop and operate applications using modern tools and techniques.What you will learn Explore modern DevOps practices with Git and GitOps Master container fundamentals with Docker and Kubernetes Become well versed in AWS ECS, Google Cloud Run, and Knative Discover how to efficiently build and manage secure Docker images Understand continuous integration with Jenkins on Kubernetes and GitHub Actions Get to grips with using Argo CD for continuous deployment and delivery Manage immutable infrastructure on the cloud with Packer, Terraform, and Ansible Operate container applications in production using Istio and learn about AI in DevOps Who this book is for If you are a software engineer, system administrator, or operations engineer looking to step into the world of DevOps within public cloud platforms, this book is for you. Existing DevOps engineers will also find this book helpful as it covers best practices, tips, and tricks for implementing DevOps with a cloud-native mindset. Although no containerization experience is necessary, a basic understanding of the software development life cycle and delivery will help you get the most out of this book.

Download or read book A Software Development Approach for Driving Competitiveness in Small Firms written by Delroy Chevers and published by CRC Press. This book was released on 2023-05-12 with total page 123 pages. Available in PDF, EPUB and Kindle. Book excerpt: The COVID-19 Pandemic has forced many businesses to accelerate their digital transformation strategies to continue to meet the changing needs of their customers. This has resulted in significant growth in the global software market. However, for decades, managing software product quality has been a major challenge for many software development firms. This low success rate is due mainly to the development and delivery of low-quality software products. In addition to the direct costs associated with poor-quality software, software flaws can also raisesecurity concerns, as hackers can gain complete control of various devices and data, such as mobile phones, computers, or the operational transactions of businesses. These security and privacy breaches are currently occurring with great frequency. Although producers and consumers of software products spend vast amounts of money developing and purchasing these products, in many cases the promised benefits of user satisfaction, efficiency, productivity and profitability are not realized. In more severe circumstances, software development firms have failed and face the threat of going bankrupt, being acquired or suffering closure, because customers are demanding high-quality software products that they consistently fail to deliver. Small and medium enterprises (SMEs) operating within the software development industry have a more critical need to produce high-quality software since they are less able to absorb both the cost and the reputational impact of producing low-quality output. A Software Development Approach for Driving Competitiveness in Small Firms provides some cost-efficient options that can help SMEs increase the likelihood that their software will be of high quality. It tells the story of the entrepreneurial journey that small firms should take to deliver high-quality software products. By utilizing practical examples and providing several recommended solutions to decrease the likelihood of producing low-quality software, the book outlines how mobilizing people, processes and technology are integral to the software development process and emphasizes why process maturity is the most influential factor in software development in small and medium enterprises.

Download or read book Artificial Intelligence and Data Science Engineering written by Dr.Ravi Kumar Saidala and published by Leilani Katie Publication. This book was released on 2024-07-13 with total page 185 pages. Available in PDF, EPUB and Kindle. Book excerpt: Dr.Ravi Kumar Saidala, Associate Professor, Department of Computer Science and Engineering (Data Science), CMR University, Bangalore, Karnataka, India. Dr.D.Usha Rani, Associate Professor, Department of Computer Science and Applications, Koneru Lakshmaiah Education Foundation, Vaddeswaram, Andhra Pradesh, India. Ms.Indu.B, Assistant Professor, Department of Computer Science Engineering, Dayananda Sagar Academy of Technology and Management (DSATM), Bangalore, Karnataka, India. Dr.Shanthala.P.T, Assistant Professor, Department of Computer Science Engineering, PES University, Bangalore, Karnataka, India.

Download or read book Thinking Driven Testing written by Adam Roman and published by Springer. This book was released on 2018-03-20 with total page 320 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents a new paradigm of software testing by emphasizing the role of critical thinking, system thinking and rationality as the most important skills for the tester. It thus approaches software testing from a different perspective than in past literature, as the vast majority of books describe testing in the context of specific tools, automation, documentation, particular test design techniques or test management. In addition, the book proposes a novel meta-approach for designing effective test strategies, which is based on recent advances in psychology, economics, system sciences and logic. Chapter 1 starts by introducing the fundamental ideas underlying software testing. Chapter 2 then describes meta-strategies in software testing, i.e. general approaches that can be adapted to many different situations that a software tester encounters. Next, Chapter 3 presents the concept of Thinking-Driven Testing (TDT). This approach utilizes the concepts discussed in the two previous chapters and introduces the main ideas that underlie a reasonable and optimal approach to software testing. Chapter 4 builds on this basis and proposes a specific approach to testing, called TQED, that makes it possible to increase creativity in the context of delivering effective, optimal test ideas. Chapter 5 provides an overview of different types of testing techniques in order to understand the fundamental concepts of test design, while Chapter 6 details various pitfalls a tester may encounter and that can originate from a wide range of testing process areas. Lastly, Chapter 7 puts all this into practice, as it contains several exercises that will help testers develop a number of crucial skills: logical thinking and reasoning, thinking out of the box, creativity, counting and estimating, and analytical thinking. By promoting critical, rational and creative thinking, this book invites readers to re-examine common assumptions regarding software testing and shows them how to become professional testers who bring added value to their company.

Download or read book AI Powered Productivity written by Dr. Asma Asfour and published by Asma Asfour. This book was released on 2024-07-29 with total page 195 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book, "AI-Powered Productivity," aims to provide a guide to understanding, utilizing AI and generative tools in various professional settings. The primary purpose of this book is to offer readers a deep dive into the concepts, tools, and practices that define the current AI landscape. From foundational principles to advanced applications, this book is structured to cater to both beginners and professionals looking to enhance their knowledge and skills in AI. This book is divided into nine chapters, each focusing on a specific aspect of AI and its practical applications: Chapter 1 introduces the basic concepts of AI, its impact on various sectors, and key factors driving its rapid advancement, along with an overview of generative AI tools. Chapter 2 delves into large language models like ChatGPT, Google Gemini, Claude, Microsoft's Turing NLG, and Facebook's BlenderBot, exploring their integration with multimodal technologies and their effects on professional productivity. Chapter 3 offers a practical guide to mastering LLM prompting and customization, including tutorials on crafting effective prompts and advanced techniques, as well as real-world examples of AI applications. Chapter 4 examines how AI can enhance individual productivity, focusing on professional and personal benefits, ethical use, and future trends. Chapter 5 addresses data-driven decision- making, covering data analysis techniques, AI in trend identification, consumer behavior analysis, strategic planning, and product development. Chapter 6 discusses strategic and ethical considerations of AI, including AI feasibility, tool selection, multimodal workflows, and best practices for ethical AI development and deployment. Chapter 7 highlights the role of AI in transforming training and professional development, covering structured training programs, continuous learning initiatives, and fostering a culture of innovation and experimentation. Chapter 8 provides a guide to successfully implementing AI in organizations, discussing team composition, collaborative approaches, iterative development processes, and strategic alignment for AI initiatives. Finally, Chapter 9 looks ahead to the future of work, preparing readers for the AI revolution by addressing training and education, career paths, common fears, and future trends in the workforce. The primary audience for the book is professionals seeking to enhance productivity and organizations or businesses. For professionals, the book targets individuals from various industries, reflecting its aim to reach a broad audience across different professional fields. It is designed for employees at all levels, offering valuable insights to both newcomers to AI and seasoned professionals. Covering a range of topics from foundational concepts to advanced applications, the book is particularly relevant for those interested in improving efficiency, with a strong emphasis on practical applications and productivity tools to optimize work processes. For organizations and businesses, the book serves as a valuable resource for decision-makers and managers, especially with chapters on data-driven decision-making, strategic considerations, and AI implementation. HR and training professionals will find the focus on AI in training and development beneficial for talent management, while IT and technology teams will appreciate the information on AI tools and concepts.

Download or read book Advances in Artificial Intelligence Software and Systems Engineering written by Tareq Z. Ahram and published by Springer. This book was released on 2018-06-28 with total page 573 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book focuses on emerging issues following the integration of artificial intelligence systems in our daily lives. It focuses on the cognitive, visual, social and analytical aspects of computing and intelligent technologies, highlighting ways to improve technology acceptance, effectiveness, and efficiency. Topics such as responsibility, integration and training are discussed throughout. The book also reports on the latest advances in systems engineering, with a focus on societal challenges and next-generation systems and applications for meeting them. It also discusses applications in smart grids and infrastructures, systems engineering education as well as defense and aerospace. The book is based on both the AHFE 2018 International Conference on Human Factors in Artificial Intelligence and Social Computing, Software and Systems Engineering, The Human Side of Service Engineering and Human Factors in Energy, July 21–25, 2018, Loews Sapphire Falls Resort at Universal Studios, Orlando, Florida, USA.

Download or read book High Performance SRE written by Anchal Arora Mishra and published by BPB Publications. This book was released on 2024-01-29 with total page 277 pages. Available in PDF, EPUB and Kindle. Book excerpt: How to effectively transition your career into the SRE field KEY FEATURES ● Understand the basics of site reliability engineering to ensure that systems run smoothly. ● Learn advanced automation methods for efficient and effective operations. ● Enhance performance and scalability through optimization techniques. DESCRIPTION This book is a must-read, providing insights into SRE principles for beginners and experienced professionals. Study the fundamentals and evolution of SRE, gaining a solid foundation for success in today's tech-centric world. Starting with the fundamentals, it expands into the evolution of SRE from traditional IT roles, laying a solid foundation for understanding its pivotal role in today’s tech-driven world. The core of the book focuses on practical strategies and advanced techniques. Readers will learn about automating tasks, effective incident management, setting realistic service level objectives, and managing error budgets. These topics are crucial for maintaining system reliability while fostering innovation. Additionally, the book emphasizes performance optimization and scalability, ensuring that systems run smoothly and adapt and grow effectively. High performance SRE emphasizes more than just technical skills. It encourages teamwork, a blame-free culture, and continuous learning, empowering SRE professionals for operational excellence and organizational success. WHAT YOU WILL LEARN ● Understand core SRE principles and adapt them to various environments. ● Automate routine tasks for efficiency and error reduction. ● Efficiently manage and respond to incidents, reducing downtime. ● Set and manage SLOs and error budgets for balanced development. ● Optimize system performance and ensure scalability in operations. WHO THIS BOOK IS FOR This book caters to students, application developers, software engineers, system administrators, and anyone who wishes to understand how to have a rewarding career in the field of SRE. TABLE OF CONTENTS 1. Introduction to Site Reliability Engineer 2. DevOps to Site Reliability Engineering 3. Monitoring 4. Incident Management and Risk Mitigation 5. Error Budgets 6. SLI/SLO/SLA 7. Capacity Planning 8. On-call and First-response 9. RCA and Post-mortem 10. Chaos Engineering 11. Artificial Intelligence for Site Reliability Engineering 12. Case Studies

Download or read book Software Testing and Continuous Quality Improvement written by William E. Lewis and published by CRC Press. This book was released on 2017-06-01 with total page 684 pages. Available in PDF, EPUB and Kindle. Book excerpt: It is often assumed that software testing is based on clearly defined requirements and software development standards. However, testing is typically performed against changing, and sometimes inaccurate, requirements. The third edition of a bestseller, Software Testing and Continuous Quality Improvement, Third Edition provides a continuous quality framework for the software testing process within traditionally structured and unstructured environments. This framework aids in creating meaningful test cases for systems with evolving requirements. This completely revised reference provides a comprehensive look at software testing as part of the project management process, emphasizing testing and quality goals early on in development. Building on the success of previous editions, the text explains testing in a Service Orientated Architecture (SOA) environment, the building blocks of a Testing Center of Excellence (COE), and how to test in an agile development. Fully updated, the sections on test effort estimation provide greater emphasis on testing metrics. The book also examines all aspects of functional testing and looks at the relation between changing business strategies and changes to applications in development. Includes New Chapters on Process, Application, and Organizational Metrics All IT organizations face software testing issues, but most are unprepared to manage them. Software Testing and Continuous Quality Improvement, Third Edition is enhanced with an up-to-date listing of free software tools and a question-and-answer checklist for choosing the best tools for your organization. It equips you with everything you need to effectively address testing issues in the most beneficial way for your business.