Imagine you are working for a music streaming company such as Spotify. The company would like to design their big data infrastructure. Here are the requirements:

The company would like to store all activities of users such as songs they are playing, artists that they like, time when they play songs etc.

They expect billions of rows of data per day

They want to efficiently store the data and meet future demands as well

Once the data is stored, they would like to analyze the same to find out top ten artists, most played genre etc.

The company wants to avoid duplication of data

What services you are most likely to use?

Combination of NoSQL and any open source reporting tool

Combination of a NoSQL and Hive

Combination of Document database and any warehousing tool

Combination of RDBMS and Teradata