Author: Steve (Satish) Sangapu
Publisher: Packt Publishing Ltd
ISBN: 1800209029
Category : Computers
Languages : en
Pages : 488
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Book Description
Get to grips with the tools, services, and functions needed for application migration to help you move from legacy applications to cloud-native on Google Cloud Key FeaturesDiscover how a sample legacy application can be transformed into a cloud-native application on Google CloudLearn where to start and how to apply application modernization techniques and toolingWork with real-world use cases and instructions to modernize an application on Google CloudBook Description Legacy applications, which comprise 75–80% of all enterprise applications, often end up being stuck in data centers. Modernizing these applications to make them cloud-native enables them to scale in a cloud environment without taking months or years to start seeing the benefits. This book will help software developers and solutions architects to modernize their applications on Google Cloud and transform them into cloud-native applications. This book helps you to build on your existing knowledge of enterprise application development and takes you on a journey through the six Rs: rehosting, replatforming, rearchitecting, repurchasing, retiring, and retaining. You'll learn how to modernize a legacy enterprise application on Google Cloud and build on existing assets and skills effectively. Taking an iterative and incremental approach to modernization, the book introduces the main services in Google Cloud in an easy-to-understand way that can be applied immediately to an application. By the end of this Google Cloud book, you'll have learned how to modernize a legacy enterprise application by exploring various interim architectures and tooling to develop a cloud-native microservices-based application. What you will learnDiscover the principles and best practices for building cloud-native applicationsStudy the six Rs of migration strategy and learn when to choose which strategyRehost a legacy enterprise application on Google Compute EngineReplatform an application to use Google Load Balancer and Google Cloud SQLRefactor into a single-page application (SPA) supported by REST servicesReplatform an application to use Google Identity Platform and Firebase AuthenticationRefactor to microservices using the strangler patternAutomate the deployment process using a CI/CD pipeline with Google Cloud BuildWho this book is for This book is for software developers and solutions architects looking to gain experience in modernizing their enterprise applications to run on Google Cloud and transform them into cloud-native applications. Basic knowledge of Java and Spring Boot is necessary. Prior knowledge of Google Cloud is useful but not mandatory.
Author: Steve (Satish) Sangapu
Publisher: Packt Publishing Ltd
ISBN: 1800209029
Category : Computers
Languages : en
Pages : 488
Get Book Here
Book Description
Get to grips with the tools, services, and functions needed for application migration to help you move from legacy applications to cloud-native on Google Cloud Key FeaturesDiscover how a sample legacy application can be transformed into a cloud-native application on Google CloudLearn where to start and how to apply application modernization techniques and toolingWork with real-world use cases and instructions to modernize an application on Google CloudBook Description Legacy applications, which comprise 75–80% of all enterprise applications, often end up being stuck in data centers. Modernizing these applications to make them cloud-native enables them to scale in a cloud environment without taking months or years to start seeing the benefits. This book will help software developers and solutions architects to modernize their applications on Google Cloud and transform them into cloud-native applications. This book helps you to build on your existing knowledge of enterprise application development and takes you on a journey through the six Rs: rehosting, replatforming, rearchitecting, repurchasing, retiring, and retaining. You'll learn how to modernize a legacy enterprise application on Google Cloud and build on existing assets and skills effectively. Taking an iterative and incremental approach to modernization, the book introduces the main services in Google Cloud in an easy-to-understand way that can be applied immediately to an application. By the end of this Google Cloud book, you'll have learned how to modernize a legacy enterprise application by exploring various interim architectures and tooling to develop a cloud-native microservices-based application. What you will learnDiscover the principles and best practices for building cloud-native applicationsStudy the six Rs of migration strategy and learn when to choose which strategyRehost a legacy enterprise application on Google Compute EngineReplatform an application to use Google Load Balancer and Google Cloud SQLRefactor into a single-page application (SPA) supported by REST servicesReplatform an application to use Google Identity Platform and Firebase AuthenticationRefactor to microservices using the strangler patternAutomate the deployment process using a CI/CD pipeline with Google Cloud BuildWho this book is for This book is for software developers and solutions architects looking to gain experience in modernizing their enterprise applications to run on Google Cloud and transform them into cloud-native applications. Basic knowledge of Java and Spring Boot is necessary. Prior knowledge of Google Cloud is useful but not mandatory.
Author: Premkumar Rangarajan
Publisher: BPB Publications
ISBN: 9355513267
Category : Computers
Languages : en
Pages : 366
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Book Description
Bring elasticity and innovation to Machine Learning and AI operations KEY FEATURES ● Coverage includes a wide range of AWS AI and ML services to help you speedily get fully operational with ML. ● Packed with real-world examples, practical guides, and expert data science methods for improving AI/ML education on AWS. ● Includes ready-made, purpose-built models as AI services and proven methods to adopt MLOps techniques. DESCRIPTION Using machine learning and artificial intelligence (AI) in existing business processes has been successful. Even AWS's ML and AI services make it simple and economical to conduct machine learning experiments. This book will show readers how to use the complete set of AI and ML services available on AWS to streamline the management of their whole AI operation and speed up their innovation. In this book, you'll learn how to build data lakes, build and train machine learning models, automate MLOps, ensure maximum data reusability and reproducibility, and much more. The applications presented in the book show how to make the most of several different AWS offerings, including Amazon Comprehend, Amazon Rekognition, Amazon Lookout, and AutoML. This book teaches you to manage massive data lakes, train artificial intelligence models, release these applications into production, and track their progress in real-time. You will learn how to use the pre-trained models for various tasks, including picture recognition, automated data extraction, image/video detection, and anomaly detection. Every step of your Machine Learning and AI project's development process is optimised throughout the book by utilising Amazon's pre-made, purpose-built AI services. WHAT YOU WILL LEARN ● Learn how to build, deploy, and manage large-scale AI and ML applications on AWS. ● Get your hands dirty with AWS AI services like SageMaker, Comprehend, Rekognition, Lookout, and AutoML. ● Master data transformation, feature engineering, and model training with Amazon SageMaker modules. ● Use neural networks, distributed learning, and deep learning algorithms to improve ML models. ● Use AutoML, SageMaker Canvas, and Autopilot for Model Deployment and Evaluation. ● Acquire expertise with Amazon SageMaker Studio, Jupyter Server, and ML frameworks such as TensorFlow and MXNet. WHO THIS BOOK IS FOR Data Engineers, Data Scientists, AWS and Cloud Professionals who are comfortable with machine learning and the fundamentals of Python will find this book powerful. Familiarity with AWS would be helpful but is not required. TABLE OF CONTENTS 1. Introducing the ML Workflow 2. Hydrating the Data Lake 3. Predicting the Future With Features 4. Orchestrating the Data Continuum 5. Casting a Deeper Net (Algorithms and Neural Networks) 6. Iteration Makes Intelligence (Model Training and Tuning) 7. Let George Take Over (AutoML in Action) 8. Blue or Green (Model Deployment Strategies) 9. Wisdom at Scale with Elastic Inference 10. Adding Intelligence with Sensory Cognition 11. AI for Industrial Automation 12. Operationalized Model Assembly (MLOps and Best Practices)
Author: Aditya Pratap Bhuyan
Publisher: Aditya Pratap Bhuyan
ISBN:
Category : Computers
Languages : en
Pages : 85
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Book Description
In an era marked by rapid technological advancements and the relentless pace of digital transformation, organizations across the globe are striving to stay ahead of the curve. The ability to develop, deploy, and manage applications with unprecedented speed and agility has become a critical differentiator in the modern business landscape. This is where VMware Tanzu steps in, offering a comprehensive suite of tools and services that empower organizations to build, run, and manage modern applications across any cloud. The journey to mastering VMware Tanzu is both exciting and transformative. This book, "Mastering VMware Tanzu: Modernizing Applications and Infrastructure," is crafted to serve as your definitive guide through this journey. Whether you are an IT professional, a software developer, a system administrator, or a business leader, this book is designed to equip you with the knowledge and skills needed to harness the full potential of VMware Tanzu. The Digital Transformation Imperative Digital transformation is not merely a buzzword; it is a fundamental shift in how organizations operate and deliver value to their customers. In this context, modern applications—those that are cloud-native, scalable, and resilient—are at the heart of digital transformation efforts. VMware Tanzu provides the tools and frameworks necessary to build these modern applications, enabling organizations to innovate faster, reduce operational complexity, and enhance overall business agility. The VMware Tanzu Ecosystem VMware Tanzu is a robust and versatile platform that encompasses various products and services designed to address different aspects of application development and infrastructure management. The Tanzu portfolio includes Tanzu Kubernetes Grid (TKG), Tanzu Application Service (TAS), Tanzu Service Mesh, Tanzu Observability, and Tanzu Mission Control, among others. Each component plays a crucial role in helping organizations achieve their digital transformation goals. Tanzu Kubernetes Grid (TKG): TKG provides a consistent, upstream-compatible Kubernetes experience for deploying and managing Kubernetes clusters across multiple environments. Tanzu Application Service (TAS): TAS is a platform-as-a-service (PaaS) solution that simplifies the deployment and management of cloud-native applications. Tanzu Service Mesh: This service enables secure communication between microservices, providing observability, resilience, and traffic management. Tanzu Observability: Tanzu Observability offers comprehensive monitoring and analytics capabilities, helping organizations gain deep insights into their applications and infrastructure. Tanzu Mission Control: This service provides centralized management for Kubernetes clusters, enabling consistent policies, access controls, and governance across environments. Why This Book? The purpose of this book is to demystify the complexities of VMware Tanzu and provide you with a practical, hands-on guide to mastering its various components. We will delve into foundational concepts, explore advanced features, and present real-world use cases to illustrate how Tanzu can be effectively utilized to modernize applications and infrastructure. What You Will Learn Throughout this book, you will gain a comprehensive understanding of VMware Tanzu, including: Setting Up Your Environment: Learn how to prepare your infrastructure for deploying VMware Tanzu, including hardware and software prerequisites, installation steps, and initial configuration. Understanding the Tanzu Architecture: Explore the architecture of Tanzu products, how they integrate with each other, and their role in a cloud-native ecosystem. Deploying and Managing Kubernetes Clusters: Gain practical insights into deploying and managing Kubernetes clusters using Tanzu Kubernetes Grid, including scaling, upgrading, and troubleshooting. Building and Managing Applications: Discover how to deploy and manage applications on Tanzu Application Service, including best practices for application lifecycle management. Implementing Service Mesh: Learn about the benefits of service mesh technology, how to implement Tanzu Service Mesh, and how to monitor and manage microservices communication. Achieving Observability: Understand the importance of observability in modern applications, and how to set up and use Tanzu Observability for comprehensive monitoring and analytics. Centralized Management and Governance: Explore how Tanzu Mission Control provides centralized management, policy enforcement, and governance for Kubernetes clusters across multiple environments. Integrating with CI/CD Pipelines: Learn how to integrate Tanzu with continuous integration and continuous delivery (CI/CD) pipelines to streamline application development and deployment processes. Case Studies and Real-World Applications: Examine real-world case studies that showcase successful implementations of VMware Tanzu, highlighting lessons learned and best practices. Future Trends: Gain insights into emerging trends and the future direction of VMware Tanzu, helping you stay ahead of the curve. Acknowledgments Writing this book has been an incredible journey, and it would not have been possible without the support and contributions of many individuals. I would like to extend my heartfelt gratitude to the VMware Tanzu team for their invaluable insights and guidance. Special thanks to my family and friends for their unwavering support and encouragement throughout this project. Final Thoughts Embarking on the journey to master VMware Tanzu is a commitment to embracing the future of application development and infrastructure management. As you delve into the chapters of this book, I encourage you to approach each topic with curiosity and an open mind. The road to mastering Tanzu may be challenging, but the rewards—enhanced efficiency, greater innovation, and a competitive edge—are well worth the effort. Thank you for joining me on this exciting journey. I hope this book serves as a valuable resource and inspires you to achieve great things with VMware Tanzu. Happy learning and building! Aditya Pratap Bhuyan
Author: Jothi Periasamy
Publisher: Jothi Periasamy
ISBN:
Category : Computers
Languages : en
Pages : 305
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Book Description
Author: Rob Botwright
Publisher: Rob Botwright
ISBN: 1839387726
Category : Computers
Languages : en
Pages : 195
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Book Description
🌟 Introducing "Cloud Migration Mastery" 🌟 Are you ready to master the art of seamless cloud integration? Look no further! 🚀 With our comprehensive book bundle, you'll gain the knowledge and expertise needed to navigate the complexities of cloud migration across leading platforms such as AWS, Microsoft Azure, VMware, and NaviSite. 💡 Here's what you'll find inside: 📘 Book 1: Cloud Migration Essentials: A Beginner's Guide to AWS Perfect for beginners, this book provides a step-by-step roadmap for understanding key AWS concepts and executing successful cloud migration projects. Whether you're new to the cloud or looking to refresh your skills, this guide has got you covered. 🌈 📘 Book 2: Mastering Microsoft Azure: Advanced Strategies for Cloud Migration Take your Azure skills to the next level with advanced strategies and insights tailored specifically for Microsoft Azure. From identity management to AI and machine learning services, this book equips you with the knowledge needed to maximize the benefits of Azure for your organization. 🚀 📘 Book 3: VMware Virtualization: Optimizing Cloud Migration for Enterprises Explore the role of VMware virtualization technology in optimizing cloud migration for enterprise environments. With a focus on vSphere architecture, performance monitoring, and best practices, this book provides invaluable guidance for enterprises seeking to leverage VMware for their cloud migration initiatives. 💼 📘 Book 4: Navigating NaviSite: Expert Tactics for Seamless Cloud Integration Unlock the full potential of NaviSite's cloud services with expert tactics and strategies for seamless integration. From industry solutions to security frameworks, this book empowers you to navigate the complexities of NaviSite and achieve seamless cloud integration for your organization. 🛠️ Ready to become a cloud migration master? Get your hands on the "Cloud Migration Mastery" book bundle today and embark on your journey to cloud excellence! 🌟
Author: Rajesh Francis
Publisher: "O'Reilly Media, Inc."
ISBN: 1098135261
Category :
Languages : en
Pages : 523
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Book Description
Amazon Redshift powers analytic cloud data warehouses worldwide, from startups to some of the largest enterprise data warehouses available today. This practical guide thoroughly examines this managed service and demonstrates how you can use it to extract value from your data immediately, rather than go through the heavy lifting required to run a typical data warehouse. Analytic specialists Rajesh Francis, Rajiv Gupta, and Milind Oke detail Amazon Redshift's underlying mechanisms and options to help you explore out-of-the box automation. Whether you're a data engineer who wants to learn the art of the possible or a DBA looking to take advantage of machine learning-based auto-tuning, this book helps you get the most value from Amazon Redshift. By understanding Amazon Redshift features, you'll achieve excellent analytic performance at the best price, with the least effort. This book helps you: Build a cloud data strategy around Amazon Redshift as foundational data warehouse Get started with Amazon Redshift with simple-to-use data models and design best practices Understand how and when to use Redshift Serverless and Redshift provisioned clusters Take advantage of auto-tuning options inherent in Amazon Redshift and understand manual tuning options Transform your data platform for predictive analytics using Redshift ML and break silos using data sharing Learn best practices for security, monitoring, resilience, and disaster recovery Leverage Amazon Redshift integration with other AWS services to unlock additional value
Author: Gupta, Manish
Publisher: IGI Global
ISBN: 1668487683
Category : Business & Economics
Languages : en
Pages : 333
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Book Description
Information technology auditing examines an organization's IT infrastructure, applications, data use, and management policies, procedures, and operational processes against established standards or policies. Modernizing Enterprise IT Audit Governance and Management Practices provides a guide for internal auditors and students to understand the audit context and its place in the broader information security agenda. The book focuses on technology auditing capabilities, risk management, and technology assurance to strike a balance between theory and practice. This book covers modern assurance products and services for emerging technology environments, such as Dev-Ops, Cloud applications, Artificial intelligence, cybersecurity, blockchain, and electronic payment systems. It examines the impact of the pandemic on IT Audit transformation, outlines common IT audit risks, procedures, and involvement in major IT audit areas, and provides up-to-date audit concepts, tools, techniques, and references. This book offers valuable research papers and practice articles on managing risks related to evolving technologies that impact individuals and organizations from an assurance perspective. The inclusive view of technology auditing explores how to conduct auditing in various contexts and the role of emergent technologies in auditing. The book is designed to be used by practitioners, academicians, and students alike in fields of technology risk management, including cybersecurity, audit, and technology, across different roles.
Author: Sjoukje Zaal
Publisher: Packt Publishing Ltd
ISBN: 1788993527
Category : Computers
Languages : en
Pages : 409
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Book Description
Get certified as an Azure architect by acing the 70-535 Architecting Microsoft Solutions (70-535) exam using this comprehensive guide with full coverage of the exam objectives Key Features Learn to successfully design and architect powerful solutions on the Azure Cloud platform Enhance your skills with mock tests and practice questions A detailed certification guide that will help you ace the 70-535 exam with confidence Book Description Architecting Microsoft Azure Solutions: Exam Guide 70-535 will get Azure architects and developers up-to-date with the latest updates on Azure from an architecture and design perspective. The book includes all the topics that are still relevant from the previous 70-534 exam, and is updated with latest topics covered, including Artificial Intelligence, IoT, and architecture styles. This exam guide is divided into six parts, where the first part will give you a good understanding of how to design a compute infrastructure. It also dives into designing networking and data implementations. You will learn about designing solutions for Platform Service and operations. Next, you will be able to secure your resources and data, as well as design a mechanism for governance and policies. You will also understand the objective of designing solutions for Platform Services, by covering Artificial Intelligence, IoT, media services, and messaging solution concepts. Finally, you will cover the designing for operations objective. This objective covers application and platform monitoring, as well as designing alerting strategies and operations automation strategies. By the end of the book, you’ll have met all of the exam objectives, and will have all the information you need to ace the 70-535 exam. You will also have become an expert in designing solutions on Microsoft Azure. What you will learn Use Azure Virtual Machines to design effective VM deployments Implement architecture styles, like serverless computing and microservices Secure your data using different security features and design effective security strategies Design Azure storage solutions using various storage features Create identity management solutions for your applications and resources Architect state-of-the-art solutions using Artificial Intelligence, IoT, and Azure Media Services Use different automation solutions that are incorporated in the Azure platform Who this book is for This book is for architects and experienced developers, who are gearing up for the 70-535 exam. Technical architects interested in learning more about designing Cloud solutions will also find this book useful.
Author: Markus Eisele
Publisher: "O'Reilly Media, Inc."
ISBN: 109810210X
Category : Computers
Languages : en
Pages : 162
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Book Description
While containers, microservices, and distributed systems dominate discussions in the tech world, the majority of applications in use today still run monolithic architectures that follow traditional development processes. This practical book helps developers examine long-established Java-based models and demonstrates how to bring these monolithic applications successfully into the future. Relying on their years of experience modernizing applications, authors Markus Eisele and Natale Vinto walk you through the steps necessary to update your organization's Java applications. You'll discover how to dismantle your monolithic application and move to an up-to-date software stack that works across cloud and on-premises installations. Learn cloud native application basics to understand what parts of your organization's Java-based applications and platforms need to migrate and modernize Understand how enterprise Java specifications can help you transition projects and teams Build a cloud native platform that supports effective development without falling into buzzword traps Find a starting point for your migration projects by identifying candidates and staging them through modernization steps Discover how to complement a traditional enterprise Java application with components on top of containers and Kubernetes
