Google Cloud Platform in Action

Google Cloud Platform in Action
by 作者: JJ Geewax
ISBN-10 书号: 1617293520
ISBN-13 书号: 9781617293528
Edition 版本: 1
Publisher Finelybook 出版日期: 2018-08-24
Pages: 632
Google Cloud Platform in Action teaches you to build and launch applications that scale,leveraging the many services on GCP to move faster than ever. You’ll learn how to choose exactly the services that best suit your needs,and you’ll be able to build applications that run on Google Cloud Platform and start more quickly,suffer fewer disasters,and require less maintenance.
Thousands of developers worldwide trust Google Cloud Platform,and for good reason. With GCP,you can host your applications on the same infrastructure that powers Search,Maps,and the other Google tools you use daily. You get rock-solid reliability,an incredible array of prebuilt services,and a cost-effective,pay-only-for-what-you-use model. This book gets you started.
Google Cloud Platform in Action teaches you how to deploy scalable cloud applications on GCP. Author and Google software engineer JJ Geewax is your guide as you try everything from hosting a simple WordPress web app to commanding cloud-based AI services for computer vision and natural language processing. Along the way,you’ll discover how to maximize cloud-based data storage,roll out serverless applications with Cloud Functions,and manage containers with Kubernetes. Broad,deep,and complete,this authoritative book has everything you need.
What’s inside
The many varieties of cloud storage and computing
How to make cost-effective choices
Hands-on code examples
Cloud-based machine learning
About the Reader
Written for intermediate developers. No prior cloud or GCP experience required
Contents
Foreword
Preface
Acknowledgments
About this book
About the cover illustration
Part 1.Getting started
Chapter 1.What is "cloud"?
Chapter 2.Trying it out: deploying WordPress on Google Cloud
Chapter 3.The cloud data center
Part 2.Storage
Chapter 4.Cloud SQL: managed relational storage
Chapter 5.Cloud Datastore: document storage
Chapter 6.Cloud Spanner.large-scale SQL
Chapter 7.Cloud Bigtable: large-scale structured data
Chapter 8.Cloud Storage: object storage
Part 3.Computing
Chapter 9.Compute Engine: virtual machines
Chapter 10.Kubernetes Engine: managed Kubernetes clusters
Chapter 11.App Engine: fully managed applications
Chapter 12.Cloud Functions: serverless applications
Chapter 13.Cloud DNS: managed DNS hosting
Part 4.Machine learning
Chapter 14.Cloud Vision: image recognition
Chapter 15.Cloud Natural Language 语言: text analysis
Chapter 16.Cloud Speech: audio-to-text conversion
Chapter 17.Cloud Translation: multilanguage machine translation
Chapter 18.Cloud Machine Learning Engine: managed machine learning
Part 5.Data processing and analytics
Chapter 19.BigQuery: highly scalable data warehouse
Chapter 20.Cloud Dataflow: large-scale data processing
Chapter 21.Cloud Pub/Sub: managed event publishing