Home Business & Other Connecting the Data: Data Integration Techniques for Building an Operational Data Store (ODS)

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

By Angelo Bobak
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  1. Free Chapter
    Section 1: Site Reliability Engineering – A Prescriptive Way to Implement DevOps
About 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.
Publication date:
July 2014
Publisher
Packt
Pages
250
ISBN
9781935504221

 

Section 1: Site Reliability Engineering – A Prescriptive Way to Implement DevOps

The core focus of this section is Site Reliability Engineering (SRE). The section starts with the evolution of DevOps and its life cycle and introduces SRE as a prescriptive way to implement DevOps. The emphasis is on defining the reliability of a service and ways to measure it. In this section, SRE technical practices such as Service-Level Agreement (SLA), Service-Level Objective (SLO), Service-Level Indicator (SLI), error budget, and eliminating toil are introduced and are further elaborated. Fundamentals and critical concepts around monitoring, alerting, and time series are also explored to track SRE technical practices. However, SRE technical practices cannot be implemented within an organization without bringing cultural change. Google prescribes a set of SRE cultural practices such as incident management, being on call, psychological safety, and the need to foster collaboration. This section also explores the aspects critical to building SRE teams and provides insights into the SRE engagement model. It's important to note that the start of the section introduces services in Google Cloud to implement DevOps through the principles of SRE; however, the details of those services are explored in the next section.

This part of the book comprises the following chapters:

  • Chapter 1, DevOps, SRE, and Google Cloud Services for CI/CD
  • Chapter 2, SRE Technical Practices – Deep Dive
  • Chapter 3, Understanding Monitoring and Alerting to Target Reliability
  • Chapter 4, Building SRE Teams and Applying Cultural Practices
About the Author
  • Angelo Bobak

    Currently, Angelo Bobak is the director of data architecture for an international ITIL services company. He holds a master's degree in computer science and a bachelor's degree in electrical engineering. He has written several books on data modeling and distributed database architectures. Angelo lives in New York with his wife, Cathy.

    Browse publications by this author
Connecting the Data: Data Integration Techniques for Building an Operational Data Store (ODS)
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