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Scaling Google Cloud Platform

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Scaling Google Cloud Platform

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Author : Swapnil Dubey
language : en
Publisher: BPB Publications
Release Date : 2022-10-29

Scaling Google Cloud Platform written by Swapnil Dubey and has been published by BPB Publications this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-10-29 with Computers categories.

Managing Real-world Production-grade Challenges at Scale KEY FEATURES ● Built for GCP professionals and Cloud enthusiasts with cloud-agnostic tactics. ● Exhaustive coverage of automatic, manual, and predictive scaling and specialized strategies. ● Every concept is pragmatized with real-time production scenarios derived from prominent technologists. DESCRIPTION ‘Scaling Google Cloud Platform’ equips developers with the know-how to get the most out of its services in storage, serverless computing, networking, infrastructure monitoring, and other IT tasks. This book explains the fundamentals of cloud scaling, including Cloud Elasticity, creating cloud workloads, and selecting the appropriate cloud scaling key performance indicators (KPIs). The book explains the sections of GCP resources that can be scaled, as well as their architecture and internals, and best practices for using these components in an operational setting in detail. The book also discusses scaling techniques such as predictive scaling, auto-scaling, and manual scaling. This book includes real-world examples illustrating how to scale many Google Cloud services, including the compute engine, GKE, VMWare Engine, Cloud Function, Cloud Run, App Engine, BigTable, Spanner, Composer, Dataproc, and Dataflow. At the end of the book, the author delves into the two most common architectures—Microservices and Bigdata to examine how you can perform reliability engineering for them on GCP. WHAT YOU WILL LEARN ● Learn workload migration strategy and execution, both within and between clouds. ● Explore methods of increasing Google Cloud capacity for running VMware Engine and containerized applications. ● Scaling up and down methods include manual, predictive, and automatic approaches. ● Increase the capacity of your Dataproc cluster to handle your big data computing needs. ● Learn Google Dataflow's scalability considerations for large-scale installations. ● Explore Google Composer 2 and scale up your Cloud Spanner instances. ● Learn to set up Cloud functions and Cloud run. ● Discuss general SRE procedures on microservices and big data. WHO THIS BOOK IS FOR This book is designed for Cloud professionals, software developers, architects, DevOps team, and engineering managers to explain scaling strategies for GCP services and assumes readers know GCP basics. TABLE OF CONTENTS 1. Basics of Scaling Cloud Resources 2. KPI for Cloud Scalability 3. Cloud Elasticity 4. Challenges of Infrastructure Complexity and the Way Forward 5. Scaling Compute Engine 6. Scaling Kubernetes Engine 7. Scaling VMware Engine 8. Scaling App Engine 9. Scaling Google Cloud Function and Cloud Run 10. Configuring Bigtable for Scale 11. Configuring Cloud Spanner for Scale 12. Scaling Google Composer 2 13. Scaling Google Dataproc 14. Scaling Google Dataflow 15. Site Reliability Engineering 16. SRE Use Cases

Mastering Google Cloud Platform

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Author : Cybellium
language : en
Publisher: Cybellium Ltd
Release Date : 2023-09-06

Mastering Google Cloud Platform written by Cybellium and has been published by Cybellium Ltd this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-09-06 with Computers categories.

Cybellium Ltd is dedicated to empowering individuals and organizations with the knowledge and skills they need to navigate the ever-evolving computer science landscape securely and learn only the latest information available on any subject in the category of computer science including: - Information Technology (IT) - Cyber Security - Information Security - Big Data - Artificial Intelligence (AI) - Engineering - Robotics - Standards and compliance Our mission is to be at the forefront of computer science education, offering a wide and comprehensive range of resources, including books, courses, classes and training programs, tailored to meet the diverse needs of any subject in computer science. Visit https://www.cybellium.com for more books.

Building Google Cloud Platform Solutions

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Author : Ted Hunter
language : en
Publisher: Packt Publishing Ltd
Release Date : 2019-03-26

Building Google Cloud Platform Solutions written by Ted Hunter 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 2019-03-26 with Computers categories.

Build cost-effective and robust cloud solutions with Google Cloud Platform (GCP) using these simple and practical recipes Key FeaturesExplore the various service offerings of the GCPHost a Python application on Google Compute EngineSecurely maintain application states with Cloud Storage, Datastore, and BigtableBook Description GCP is a cloud computing platform with a wide range of products and services that enable you to build and deploy cloud-hosted applications. This Learning Path will guide you in using GCP and designing, deploying, and managing applications on Google Cloud. You will get started by learning how to use App Engine to access Google's scalable hosting and build software that runs on this framework. With the help of Google Compute Engine, you’ll be able to host your workload on virtual machine instances. The later chapters will help you to explore ways to implement authentication and security, Cloud APIs, and command-line and deployment management. As you hone your skills, you’ll understand how to integrate your new applications with various data solutions on GCP, including Cloud SQL, Bigtable, and Cloud Storage. Following this, the book will teach you how to streamline your workflow with tools, including Source Repositories, Container Builder, and Stackdriver. You'll also understand how to deploy and debug services with IntelliJ, implement continuous delivery pipelines, and configure robust monitoring and alerts for your production systems. By the end of this Learning Path, you'll be well versed with GCP’s development tools and be able to develop, deploy, and manage highly scalable and reliable applications. This Learning Path includes content from the following Packt products: Google Cloud Platform for Developers Ted Hunter and Steven PorterGoogle Cloud Platform Cookbook by Legorie Rajan PSWhat you will learnHost an application using Google Cloud FunctionsMigrate a MySQL database to Cloud SpannerConfigure a network for a highly available application on GCPLearn simple image processing using Storage and Cloud FunctionsAutomate security checks using Policy ScannerDeploy and run services on App Engine and Container EngineMinimize downtime and mitigate issues with Stackdriver Monitoring and DebuggerIntegrate with big data solutions, including BigQuery, Dataflow, and Pub/SubWho this book is for This Learning Path is for IT professionals, engineers, and developers who want to implement Google Cloud in their organizations. Administrators and architects planning to make their organization more efficient with Google Cloud will also find this Learning Path useful. Basic understanding of GCP and its services is a must.

Data Science On The Google Cloud Platform

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Author : Valliappa Lakshmanan
language : en
Publisher: "O'Reilly Media, Inc."
Release Date : 2022-03-29

Data Science On The Google Cloud Platform written by Valliappa Lakshmanan and has been published by "O'Reilly Media, Inc." this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-03-29 with Computers categories.

Learn how easy it is to apply sophisticated statistical and machine learning methods to real-world problems when you build using Google Cloud Platform (GCP). This hands-on guide shows data engineers and data scientists how to implement an end-to-end data pipeline with cloud native tools on GCP. Throughout this updated second edition, you'll work through a sample business decision by employing a variety of data science approaches. Follow along by building a data pipeline in your own project on GCP, and discover how to solve data science problems in a transformative and more collaborative way. You'll learn how to: Employ best practices in building highly scalable data and ML pipelines on Google Cloud Automate and schedule data ingest using Cloud Run Create and populate a dashboard in Data Studio Build a real-time analytics pipeline using Pub/Sub, Dataflow, and BigQuery Conduct interactive data exploration with BigQuery Create a Bayesian model with Spark on Cloud Dataproc Forecast time series and do anomaly detection with BigQuery ML Aggregate within time windows with Dataflow Train explainable machine learning models with Vertex AI Operationalize ML with Vertex AI Pipelines

Scaling Google Cloud Platform

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Author : Swapnil Dubey
language : en
Publisher: BPB Publications
Release Date : 2022-10-29

Google Cloud Platform For Developers

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Author : Ted Hunter
language : en
Publisher: Packt Publishing Ltd
Release Date : 2018-07-30

Google Cloud Platform For Developers written by Ted Hunter 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 2018-07-30 with Computers categories.

Develop, deploy, and scale your applications with Google Cloud Platform Key Features Create and deploy your applications on Google Cloud Platform Store and manage source code and debug Cloud-hosted apps with plugins and IDEs Streamline developer workflows with tools for alerting and managing deployments Book Description Google Cloud Platform (GCP) provides autoscaling compute power and distributed in-memory cache, task queues, and datastores to write, build, and deploy Cloud-hosted applications. With Google Cloud Platform for Developers, you will be able to develop and deploy scalable applications from scratch and make them globally available in almost any language. This book will guide you in designing, deploying, and managing applications running on Google Cloud. You’ll start with App Engine and move on to work with Container Engine, compute engine, and cloud functions. You’ll learn how to integrate your new applications with the various data solutions on GCP, including Cloud SQL, Bigtable, and Cloud Storage. This book will teach you how to streamline your workflow with tools such as Source Repositories, Container Builder, and StackDriver. Along the way, you’ll see how to deploy and debug services with IntelliJ, implement continuous delivery pipelines, and configure robust monitoring and alerting for your production systems. By the end of this book, you’ll be well-versed with all the development tools of Google Cloud Platform, and you’ll develop, deploy, and manage highly scalable and reliable applications. What you will learn Understand the various service offerings on GCP Deploy and run services on managed platforms such as App Engine and Container Engine Securely maintain application states with Cloud Storage, Datastore, and Bigtable Leverage StackDriver monitoring and debugging to minimize downtime and mitigate issues without impacting users Design and implement complex software solutions utilizing Google Cloud Integrate with best-in-class big data solutions such as Bigquery, Dataflow, and Pub/Sub Who this book is for Google Cloud Platform for Developers is for application developers. This book will enable you to fully leverage the power of Google Cloud Platform to build resilient and intelligent software solutions.

Engineering At Scale Leading Infrastructure Security And Devops In The Cloud Era 2025

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Author : Author:1- Adity Dokania , Author:2-Dr. Munish Kumar
language : en
Publisher: YASHITA PRAKASHAN PRIVATE LIMITED
Release Date :

Engineering At Scale Leading Infrastructure Security And Devops In The Cloud Era 2025 written by Author:1- Adity Dokania , Author:2-Dr. Munish Kumar and has been published by YASHITA PRAKASHAN PRIVATE LIMITED this book supported file pdf, txt, epub, kindle and other format this book has been release on with Computers categories.

PREFACE In the rapidly evolving world of cloud computing, engineering practices are undergoing a profound transformation. As organizations scale their digital infrastructures, the need for robust, secure, and efficient systems has never been greater. “Engineering at Scale: Leading Infrastructure, Security, and DevOps in the Cloud Era” is designed to provide insights and strategies for navigating the complexities of large-scale engineering in the modern cloud era. This book aims to explore the core principles and practices that underpin infrastructure engineering, security management, and DevOps within the context of scalable cloud environments. It provides an in-depth analysis of how companies can build resilient, high-performing systems capable of handling massive traffic loads, complex data streams, and diverse user demands, all while maintaining security and operational excellence. The content spans a wide range of topics, from designing and architecting cloud infrastructures to implementing security measures that protect critical assets. Additionally, it highlights the role of DevOps in bridging the gap between development and operations, emphasizing automation, continuous integration, and the critical importance of collaboration in modern engineering teams. With contributions from experts in the fields of cloud computing, cybersecurity, and infrastructure management, this book serves as both a practical guide and a strategic resource for leaders, engineers, and decision-makers striving to excel in the cloud era. Whether you are looking to optimize your current systems, plan a large-scale transformation, or enhance security protocols in a cloud-driven world, this book provides the tools and frameworks needed to achieve sustainable success. As we continue to advance into an era defined by agile development, elastic infrastructure, and ever-growing security challenges, this book seeks to equip professionals with the knowledge and skills necessary to thrive in a world where cloud-based technologies dominate. By understanding the principles of engineering at scale, readers will be better prepared to lead their organizations through the complexities of cloud infrastructure, security, and DevOps in the years to come. Authors

Kickstart Software Design Architecture Transform Your Software Development Journey With Key Principles And Advanced Practices In Architecture Microservices And Cloud Computing

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Author : Dr. Edward
language : en
Publisher: Orange Education Pvt Limited
Release Date : 2024-09-17

Kickstart Software Design Architecture Transform Your Software Development Journey With Key Principles And Advanced Practices In Architecture Microservices And Cloud Computing written by Dr. Edward and has been published by Orange Education Pvt Limited this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-09-17 with Computers categories.

Learn to design robust software systems using modern architecture principles and practical hands-on experience Key Features● Learn about fundamental software architecture concepts, including design patterns, microservices, and cloud computing. ● Bridge theory with practice through real-world examples and case studies. ● Gain expertise through an interactive and engaging learning approach, featuring coding exercises and hands-on opportunities. Book DescriptionExplore the ever-evolving world of software architecture. Bridge the gap between emerging technologies and foundational principles, with a comprehensive guide tailored for newcomers to the field. The book highlights the significance of software architecture in building scalable, efficient, and robust applications. The book is structured into engaging chapters, each focused on a specific aspect of software architecture. It starts with an introduction to the basics of software design patterns, gaining an understanding of their role in crafting flexible and reusable code. Next, microservices are covered, followed by chapters that focus on cloud computing, containerization, and more. Chapters contain real-world examples, hands-on exercises, and case studies, to help readers gain both foundational knowledge and hands-on experience. By the end of the book, you should have a solid foundation in software architecture and be equipped with the knowledge and skills to confidently address complex software architectural challenges. What you will learn● Understand the essential principles and concepts of software architecture, including key design considerations and methodologies. ● Explore the principles of design patterns to create flexible, reusable, and maintainable code. ● Learn about the impact of different programming languages on software architecture and development, and how to choose the right language for your projects. ● Gain insight into the microservices architecture, its benefits, challenges, and best practices for implementation. Table of Contents1. Introduction to Software Architecture 2. Principles of Design Patterns 3. Role of Programming Languages 4. Introduction to Microservices 5. Building Microservices with Spring Boot 6. Containerization with Docker 7. Fundamentals of Cloud Computing 8. Deploying in the Cloud 9. DevOps Practices 10. Version Control with Git 11. Designing for Scalability and Efficiency 12. Future Trends in Software Architecture Index

Google Cloud Platform For Architects

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Author : Vitthal Srinivasan
language : en
Publisher: Packt Publishing Ltd
Release Date : 2018-06-26

Google Cloud Platform For Architects written by Vitthal Srinivasan 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 2018-06-26 with Computers categories.

Get acquainted with GCP and manage robust, highly available, and dynamic solutions to drive business objective Key Features Identify the strengths, weaknesses and ideal use-cases for individual services offered on the Google Cloud Platform Make intelligent choices about which cloud technology works best for your use-case Leverage Google Cloud Platform to analyze and optimize technical and business processes Book Description Using a public cloud platform was considered risky a decade ago, and unconventional even just a few years ago. Today, however, use of the public cloud is completely mainstream - the norm, rather than the exception. Several leading technology firms, including Google, have built sophisticated cloud platforms, and are locked in a fierce competition for market share. The main goal of this book is to enable you to get the best out of the GCP, and to use it with confidence and competence. You will learn why cloud architectures take the forms that they do, and this will help you become a skilled high-level cloud architect. You will also learn how individual cloud services are configured and used, so that you are never intimidated at having to build it yourself. You will also learn the right way and the right situation in which to use the important GCP services. By the end of this book, you will be able to make the most out of Google Cloud Platform design. What you will learn Set up GCP account and utilize GCP services using the cloud shell, web console, and client APIs Harness the power of App Engine, Compute Engine, Containers on the Kubernetes Engine, and Cloud Functions Pick the right managed service for your data needs, choosing intelligently between Datastore, BigTable, and BigQuery Migrate existing Hadoop, Spark, and Pig workloads with minimal disruption to your existing data infrastructure, by using Dataproc intelligently Derive insights about the health, performance, and availability of cloud-powered applications with the help of monitoring, logging, and diagnostic tools in Stackdriver Who this book is for If you are a Cloud architect who is responsible to design and manage robust cloud solutions with Google Cloud Platform, then this book is for you. System engineers and Enterprise architects will also find this book useful. A basic understanding of distributed applications would be helpful, although not strictly necessary. Some working experience on other public cloud platforms would help too.

Cloud Computing S Transformative Power In Computing Environments

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Author : Hashim, Aisha Hassan Abdalla
language : en
Publisher: IGI Global
Release Date : 2025-07-08

Cloud Computing S Transformative Power In Computing Environments written by Hashim, Aisha Hassan Abdalla and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-07-08 with Computers categories.

Cloud computing has revolutionized the way data is stored, processed, and accessed, offering scalable and cost-effective solutions for individuals, businesses, and governments alike. Its integration with technologies is accelerating innovation across sectors, from healthcare and education to finance and manufacturing. By enabling on-demand access to computing resources, cloud technology enhances flexibility, collaboration, and efficiency in digital operations. As the digital landscape evolves, understanding and leveraging cloud computing is critical for driving technological progress and meeting the demands of an increasingly connected world. Cloud Computing's Transformative Power in Computing Environments provides a deep understanding of the transforming ability of cloud computing technologies in computing environments. It focuses on understanding the principles, practical implementations, and future trends in cloud computing. Covering topics such as 5G networks, digital transformation, and wireless energy harvesting, this book is an excellent resource for academicians, researchers, educators, IT professionals, policymakers, and more.

Scaling Google Cloud Platform

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