Book Image

Cloud Analytics with Google Cloud Platform

By : Sanket Thodge
Book Image

Cloud Analytics with Google Cloud Platform

By: Sanket Thodge

Overview of this book

With the ongoing data explosion, more and more organizations all over the world are slowly migrating their infrastructure to the cloud. These cloud platforms also provide their distinct analytics services to help you get faster insights from your data. This book will give you an introduction to the concept of analytics on the cloud, and the different cloud services popularly used for processing and analyzing data. If you’re planning to adopt the cloud analytics model for your business, this book will help you understand the design and business considerations to be kept in mind, and choose the best tools and alternatives for analytics, based on your requirements. The chapters in this book will take you through the 70+ services available in Google Cloud Platform and their implementation for practical purposes. From ingestion to processing your data, this book contains best practices on building an end-to-end analytics pipeline on the cloud by leveraging popular concepts such as machine learning and deep learning. By the end of this book, you will have a better understanding of cloud analytics as a concept as well as a practical know-how of its implementation
Table of Contents (16 chapters)
Title Page
Packt Upsell
Foreword
Contributors
Preface
Index

Prerequisites for an application to be moved to the cloud


In case of application servers, you ought to consider whether the application can work in the cloud with no glitches. Additionally, the application's execution must be thought about similarly.

Regularly, the compatibility is never a major issue for fresh applications that run on cutting-edge systems. Likewise, the execution shouldn't be an issue for such applications as the vast majority of cloud providers enable the hardware equipment assets to be assigned to hosted servers on an as-required mode. All things considered, there are two noteworthy contemplations that must be considered for such applications.

Performance

Despite the fact that you can arrange the hosted application server with hypothetically boundless compute and memory assets, the data transfer capacity of the web can at present hinder the application's general performance. It adds minimal value to have an elite hosted application server if web data transmission limitations...