Book Image

Connecting the Data: Data Integration Techniques for Building an Operational Data Store (ODS)

By : Angelo Bobak
Book Image

Connecting the Data: Data Integration Techniques for Building an Operational Data Store (ODS)

By: Angelo Bobak

Overview of this book

When organizations change or enhance their internal structures, business data integration is a complex problem that they must resolve. This book describes the common hurdles you might face while working with data integration and shows you various ways to overcome these challenges. The book begins by explaining the foundational concepts of ODS. Once familiar with schema integration, you?ll learn how to reverse engineer each data source for creating a set of data dictionary reports. These reports will provide you with the metadata necessary to apply the schema integration process. As you progress through the chapters, you will learn how to write scripts for populating the source databases and spreadsheets, as well as how to use reports to create Extract, Transform, and Load (ETL) specifications. By the end of the book, you will have the knowledge necessary to design and build a small ODS.
Table of Contents (17 chapters)
Free Chapter
1
Section 1: Site Reliability Engineering – A Prescriptive Way to Implement DevOps
6
Section 2: Google Cloud Services to Implement DevOps via CI/CD
Appendix: Getting Ready for Professional Cloud DevOps Engineer Certification

Kubernetes – a quick introduction

A container is a unit of software that packages code and its dependencies, such as libraries and configuration files. When compared to running applications on physical or virtual machines, a container enables applications to run faster and reliably across computing environments. Containers make it easier to build applications that use microservice design patterns. They are critical to the concept of continuous development, integration, and deployment as incremental changes can be made against a container image and can be quickly deployed to a compute environment of choice (that supports process isolation).

Given that containers are lean and easy to deploy, an organization might end up deploying its applications as several containers. This poses challenges as some of the applications might need to interact with one another. Additionally, the life cycle of the application should also be monitored and managed. For example, if an application...