December 2020
Beginner to intermediate
52 pages
1h 19m
English
Overview
Why is data integration still a challenge today? And what does data orchestration mean? In this report, Kevin Poskitt and Ginger Gatling from SAP provide in-depth examples that show how companies have evolved from using data integration to data orchestration. By combining streaming data with application data, external data, and social data, data engineers and developers can achieve trusted business outcomes.
You'll learn how to use R, Python, TensorFlow, Apache Kafka, and other open source tools--either to extract data from SAP to put into a data lake or to orchestrate and integrate massive data volumes across complex landscapes. If you're ready to close the gap between the data experts on the SAP team and the development professionals in your company, this guide is indispensable.
You'll examine:
- Data integration challenges--and why data orchestration needs to evolve
- The business imperative for data integration
- The reality of hybrid data management today
- Examples of how companies can use OS technologies for data integration
- The challenges of managing multiple open source stacks
- How to orchestrate integration and processing across OS tools while scaling across enterprise apps
- How to leverage OS technologies with SAP Data Intelligence
- How to address tool and data sprawl when using multiple tools and engines
- Complex data orchestration examples
- Machine learning within data orchestration
Become an O’Reilly member and get unlimited access to this title plus top books and audiobooks from O’Reilly and nearly 200 top publishers, thousands of courses curated by job role, 150+ live events each month,
and much more.
Read now
Unlock full access
More than 5,000 organizations count on O’Reilly
O’Reilly covers everything we've got, with content to help us build a world-class technology community, upgrade the capabilities and competencies of our teams, and improve overall team performance as well as their engagement.Julian F.
I wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.Addison B.
I’ve been on the O’Reilly platform for more than eight years. I use a couple of learning platforms, but I'm on O'Reilly more than anybody else. When you're there, you start learning. I'm never disappointed.Amir M.
I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.