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Scalable Data Streaming with Amazon Kinesis

Scalable Data Streaming with Amazon Kinesis

By : Makota, Brian Maguire, Gagne, Chakrabarti
5 (4)
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Scalable Data Streaming with Amazon Kinesis

Scalable Data Streaming with Amazon Kinesis

5 (4)
By: Makota, Brian Maguire, Gagne, Chakrabarti

Overview of this book

Amazon Kinesis is a collection of secure, serverless, durable, and highly available purpose-built data streaming services. This data streaming service provides APIs and client SDKs that enable you to produce and consume data at scale. Scalable Data Streaming with Amazon Kinesis begins with a quick overview of the core concepts of data streams, along with the essentials of the AWS Kinesis landscape. You'll then explore the requirements of the use case shown through the book to help you get started and cover the key pain points encountered in the data stream life cycle. As you advance, you'll get to grips with the architectural components of Kinesis, understand how they are configured to build data pipelines, and delve into the applications that connect to them for consumption and processing. You'll also build a Kinesis data pipeline from scratch and learn how to implement and apply practical solutions. Moving on, you'll learn how to configure Kinesis on a cloud platform. Finally, you’ll learn how other AWS services can be integrated into Kinesis. These services include Redshift, Dynamo Database, AWS S3, Elastic Search, and third-party applications such as Splunk. By the end of this AWS book, you’ll be able to build and deploy your own Kinesis data pipelines with Kinesis Data Streams (KDS), Kinesis Data Firehose (KFH), Kinesis Video Streams (KVS), and Kinesis Data Analytics (KDA).
Table of Contents (13 chapters)
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1
Section 1: Introduction to Data Streaming and Amazon Kinesis
5
Section 2: Deep Dive into Kinesis
10
Section 3: Integrations

Amazon services that transform Kinesis data

In this section, we are going to learn about how to use EventBridge to add additional capabilities that aren't present in Kinesis. We will use EventBridge to help us add rule-based routing to our SwipeBike solution.

Routing events with EventBridge

One of the coolest things about AWS services is that they are building blocks. We like to think of AWS services as a set of microservices that enable us to build rapidly, or prototype, working applications. The downside is that with such a large number of services at our disposal, there is an overlap between those services, and often, analysis-paralysis can set in when we have to select a service to use.

Two-way door

The most significant advantage of the cloud is that it doesn't punish us for making a mistake when selecting a service; it's pretty forgiving. Two-way door decisions imply that if we pick the wrong door, we can quickly walk back and go through another door...

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