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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)

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

By Angelo Bobak
$38.99
Book Jul 2014 250 pages 1st Edition
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Print
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eBook
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Connecting the Data: Data Integration Techniques for Building an Operational Data Store (ODS)

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
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Key benefits

  • Study the architecture and fundamentals of ODS
  • Explore the theory of schema integration in detail
  • Learn concepts through an elaborate case study

Description

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.

What you will learn

Understand schema integration Explore what roles the ODS plays within data warehouse architectures Apply schema integration techniques to merge databases Create the ETL specifications to load the data, resolve conflicts, and merge the data Learn the steps for designing the physical ODS database model Understand how to profile and cleanse data that comes into an ODS

Product Details

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Publication date : Jul 9, 2014
Length 250 pages
Edition : 1st Edition
Language : English
ISBN-13 : 9781935504221
Category :

What do you get with eBook?

Product feature icon Instant access to your Digital eBook purchase
Product feature icon Download this book in EPUB and PDF formats
Product feature icon Access this title in our online reader with advanced features
Product feature icon DRM FREE - Read whenever, wherever and however you want
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Product Details


Publication date : Jul 9, 2014
Length 250 pages
Edition : 1st Edition
Language : English
ISBN-13 : 9781935504221
Category :

Table of Contents

17 Chapters
Preface Chevron down icon Chevron up icon
1. Section 1: Site Reliability Engineering – A Prescriptive Way to Implement DevOps Chevron down icon Chevron up icon
2. Chapter 1: DevOps, SRE, and Google Cloud Services for CI/CD Chevron down icon Chevron up icon
3. Chapter 2: SRE Technical Practices – Deep Dive Chevron down icon Chevron up icon
4. Chapter 3: Understanding Monitoring and Alerting to Target Reliability Chevron down icon Chevron up icon
5. Chapter 4: Building SRE Teams and Applying Cultural Practices Chevron down icon Chevron up icon
6. Section 2: Google Cloud Services to Implement DevOps via CI/CD Chevron down icon Chevron up icon
7. Chapter 5: Managing Source Code Using Cloud Source Repositories Chevron down icon Chevron up icon
8. Chapter 6: Building Code Using Cloud Build, and Pushing to Container Registry Chevron down icon Chevron up icon
9. Chapter 7: Understanding Kubernetes Essentials to Deploy Containerized Applications Chevron down icon Chevron up icon
10. Chapter 8: Understanding GKE Essentials to Deploy Containerized Applications Chevron down icon Chevron up icon
11. Chapter 9: Securing the Cluster Using GKE Security Constructs Chevron down icon Chevron up icon
12. Chapter 10: Exploring GCP Cloud Operations Chevron down icon Chevron up icon
13. Mock Exam 1 Chevron down icon Chevron up icon
14. Mock Exam 2 Chevron down icon Chevron up icon
15. Other Books You May Enjoy Chevron down icon Chevron up icon
Appendix: Getting Ready for Professional Cloud DevOps Engineer Certification Chevron down icon Chevron up icon

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