Apache Spark Primary Use Case

reviewer879201
Technical Consultant at a tech services company with 1-10 employees
We are working with a client that has a wide variety of data residing in other structured databases, as well. The idea is to make a database in Hadoop first, which we are in the process of building right now. One place for all kinds of data. Then we are going to use Spark. View full review »
Rajendran Veerappan
Director at Nihil Solutions
When we receive data from the messaging queue, we process everything using Apache Spark. Data Bricks does the processing and sends back everything the Apache file in the data lake. The machine learning program does some kind of analysis using the ML prediction algorithm. View full review »
Karthikeyan R
Principal Architect at a financial services firm with 1,001-5,000 employees
We use the solution for analytics. View full review »
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reviewer1046250
Senior Consultant & Training at a tech services company with 51-200 employees
We use this solution for information gathering and processing. I use it myself when I am developing on my laptop. I am currently using an on-premises deployment model. However, in a few weeks, I will be using the EMR version on the cloud. View full review »
reviewer1221765
Co-Founder at a tech vendor with 11-50 employees
We have built a product called "NetBot." We take any form of data, large email data, image, videos or transactional data and we transform unstructured textual data videos in their structured form into reading into transactional data and we create an enterprise-wide smart data grid. That smart data grid is being used by the downstream analytics tool. We also provide machine-building for people to get faster insight into their data. View full review »
Snrsecengin567
Snr Security Engineer at a tech vendor with 201-500 employees
We primarily use the solution for security analytics. View full review »
Mohamed Ghorbel
Director of BigData Offer at IVIDATA
We primarily use the solution to integrate very large data sets from another environment, such as our SQL environment, and draw purposeful data before checking it. We also use the solution for streaming very very large servers. View full review »
KamleshKhollam
Consultant at Exusia
Our use case for Apache Spark was a retail price prediction project. We were using retail pricing data to build predictive models. To start, the prices were analyzed and we created the dataset to be visualized using Tableau. We then used a visualization tool to create dashboards and graphical reports to showcase the predictive modeling data. Apache Spark was used to host this entire project. View full review »
Sumanth Punyamurthula
Director - Data Management, Governance and Quality at Hilton
Ingesting billions of rows of data all day. View full review »
Rosemary Walsh
Portfolio Manager, Enterprise Solutions Architect at Capgemini
Streaming telematics data. View full review »
Find out what your peers are saying about Apache, Informatica, Cloudera and others in Hadoop. Updated: September 2020.
441,672 professionals have used our research since 2012.