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Introduction to Big Data

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How Does Netflix Apply Big Data Tools to Solve these Problems?

3:59 with Craig Dennis and Jared Smith

Let's take a look at how Netflix solves their issues.

Terms

New Terms:

  • Docker -- Docker is an open-source project that automates the deployment of applications inside software containers, and runs on top of Linux, Windows, Mac, and other operating systems.
  • Anomaly Detection -- Anomaly detection is the process of looking for abnormalities in data to discover potentially interesting insights, ranging from security incidents to service failures.
  • Node.js -- Node.js is a runtime for the JavaScript language that allows it to be run on the server independently of a browser, and is widely used across many companies and projects as way to use JavaScript as a general purpose and widely deployable language.

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    to solve the problems that they have at operating on such a massive scale. 0:00
    From utilizing processing frameworks, to storage systems, to infrastructure tools, 0:00
    Netflix exemplifies many of the actual use cases of big data tools. 0:05
    So let's dive into three particular examples of how Netflix applies tools that 0:09
    we've discussed, to solve their problems. 0:13
    So let's take a look at the Data Pipeline. 0:16
    Netflix ingest data using Apache Kafka. 0:19
    It has two sets of Kafka clusters. 0:22
    The first cluster is at the front end, and 0:25
    gets its messages from clients that produce messages. 0:27

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