Including Big Data Clusters and Machine Learning
Buch, Englisch, 422 Seiten, Format (B × H): 178 mm x 254 mm, Gewicht: 829 g
ISBN: 978-1-4842-5418-9
Verlag: Apress
SQL Server 2019 Revealed begins with a look at the project's team goal to integrate the world of big data with SQL Server into a major product release. The book then dives into the details of key new capabilities in SQL Server 2019 using a “learn by example” approach for Intelligent Performance, security, mission-criticalavailability, and features for the modern developer. Also covered are enhancements to SQL Server 2019 for Linux and gain a comprehensive look at SQL Server using containers and Kubernetes clusters.
The book concludes by showing you how to virtualize your data access with Polybase to Oracle, MongoDB, Hadoop, and Azure, allowing you to reduce the need for expensive extract, transform, and load (ETL) applications. You will then learn how to take your knowledge of containers, Kubernetes, and Polybase to build a comprehensive solution called Big Data Clusters, which is a marquee feature of 2019. You will also learn how to gain access to Spark, SQL Server, and HDFS to build intelligence over your own data lake and deploy end-to-end machine learning applications.
What You Will Learn
- Implement Big Data Clusters with SQL Server, Spark, and HDFS
- Create a Data Hub with connections to Oracle, Azure, Hadoop, and other sources
- Combine SQL and Spark to build a machine learning platform for AI applications
- Boost your performance with no application changes using Intelligent Performance
- Increase security of your SQL Server through Secure Enclaves and Data Classification
- Maximize database uptime through online indexing and Accelerated Database Recovery
- Build new modern applications with Graph, ML Services, and T-SQL Extensibility with Java
- Improve your ability to deploy SQL Server on Linux
- Gain in-depth knowledge to run SQL Server with containers and Kubernetes
- Know all the new database engine features for performance, usability, and diagnostics
- Use the latest tools and methods to migrate your database to SQL Server 2019
- Apply your knowledge of SQL Server 2019 to Azure
Zielgruppe
Professional/practitioner
Autoren/Hrsg.
Fachgebiete
Weitere Infos & Material
1. Why SQL Server 2019?.- 2. Intelligent Performance.- 3. New Security Capabilities.- 4. Mission Critical Availability.- 5. Modern Development Platform.- 6. SQL Server 2019 on Linux.- 7. Inside SQL Server Containers.- 8. SQL Server on Kubernetes.- 9. SQL Server Data Virtualization.- 10. SQL Server Big Data Clusters.- 11. The Voice of the Customer and Migration.