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

Cloud Monitoring

Cloud Monitoring is a GCP service that collects metrics, events, and metadata from multi-cloud and hybrid infrastructures in real time. Cloud Monitoring helps us understand how well our resources are performing and if there is something wrong that requires immediate attention. Cloud Monitoring is a medium through which SRE best practices can be implemented and to ensure that applications are meeting their set SLAs. Cloud Monitoring consists of out-of-the-box dashboards. These can be used to visualize insights into key factors that impact SLIs and SLOs such as latency, throughput, and more. Cloud Monitoring is also critical for incident management as alerts can be generated from key metrics, and these alerts can be sent as notifications to configured notification channels.

This section on Cloud Monitoring deep dives into several key areas/properties, such as workspaces, dashboards, Metrics explorer, uptime checks, alerting, access controls, and the Monitoring agent...