You work for a global shipping company. You want to train a model on 40 TB of data to predict which ships in each geographic region are likely to cause delivery delays on any given day. The model will be based on multiple attributes collected from multiple sources. Telemetry data, including location in GeoJSON format, will be pulled from each ship and loaded every hour. You want to have a dashboard that shows how many and which ships are likely to cause delays within a region. You want to use a storage solution that has native functionality for prediction and geospatial processing. Which storage solution should you use?
A) BigQuery
B) Cloud Bigtable
C) Cloud Datastore
D) Cloud SQL for PostgreSQL

Question

Quizplus · Accepted Answer

BigQuery is a suitable choice because it supports large-scale data processing, has built-in machine learning capabilities for predictions, and offers geospatial functions to handle GeoJSON data.

You Work for a Global Shipping Company