Which AWS service would you use to do this?

Assume you work for an IT company that collects user behavior data from an e-commerce web application. This data includes the user interactions with the applications, such as purchases, searches, saved items, etc. Capture this data, transform it into zip files, and load these massive volumes of zip files received from an application into Amazon S3.

Which AWS service would you use to do this?
A . AWS Migration Hub
B . AWS Database Migration Service
C . AWS Kinesis Data Firehose
D . AWS Snowmobile

View Answer

Answer: C

Explanation:

To handle the collection, transformation, and loading of user behavior data into Amazon S3, AWS Kinesis Data Firehose is the suitable service.

Here’s how it works:

Data Collection: Kinesis Data Firehose collects streaming data in real-time from various sources, including web applications that track user interactions.

Data Transformation: It can transform incoming streaming data using AWS Lambda, which can include converting data into zip files if necessary1.

Loading to Amazon S3: After transformation, Kinesis Data Firehose automatically loads the data into Amazon S3, handling massive volumes efficiently and reliably1.

Real-time Processing: The service allows for the real-time processing of data, which is essential for capturing dynamic user behavior data.

Reference: AWS Kinesis Data Firehose is designed to capture, transform, and load streaming data into AWS data stores for near real-time analytics with existing business intelligence tools and dashboards1. It’s a fully managed service that scales automatically to match the throughput of your data and requires no ongoing administration. It can also batch, compress, and encrypt the data before loading, reducing the amount of storage used at the destination and increasing security1.