September 2017
Beginner to intermediate
360 pages
8h 13m
English
book
Practical Real-time Data Processing and Analytics
by Shilpi Saxena, Selva raj Ramasamy, Prateek Bhati, Saurabh Gupta
Content preview from Practical Real-time Data Processing and Analytics
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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.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.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.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.
Flink architecture and execution engine
Flink is a platform for distributed stream and batch data processing. The core of Flink is a streaming dataflow engine. Flink is based on Kappa architecture. Kappa architecture was introduced in 2014 by Jay Kreps in https://www.oreilly.com/ideas/questioning-the-lambda-architecture which addresses the pitfalls of Lambda architecture. So before going into the details of Flink, let's figure out the base of Flink: Kappa architecture. Kappa architecture is designed to handle real-time data processing and continuous data reprocessing using a single data stream. There were two main concerns raised related to Lambda architecture: maintaining two different code bases for real-time analytics and batch analytics ...
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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.