September 2018
Intermediate to advanced
412 pages
11h 12m
English
book
Industrial Internet Application Development
by Alena Traukina, Jayant Thomas, Prashant Tyagi, Veera Kishore Reddipalli
Content preview from Industrial Internet Application Development
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,
Start your free trial
Developing an analytics for analyzing time series data using Spark
In this section, we will discuss the creation of a Spark-based analytics for time series analysis and we will discuss some of the Spark concepts. We will be using the following tools for its development:
- Zeppelin: We will be using Zeppelin for data exploration, authoring the analytic and executing the analytic and visualizing the data. For more details on Zeppelin, go to https://zeppelin.apache.org/docs/0.8.0/.
- Spark: Spark is used as the computing platform for analyzing the data. We will also be leveraging the Spark SQL and other Spark APIs for loading the data and analyzing the data in-memory
- Time series data: We will have sample time series data that we can use for analyzing ...