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Business and Technical Considerations

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Vehicles generate telemetry data from sensors. Most of the data collected is compressed and uploaded after the vehicle returns to its home base. A small amount of data is transmitted in real time. Each vehicle generates from 200 to 500 MB of data per day.

Data aggregation and analysis is performed in Google Cloud. Significant amounts of sensor data from manufacturing plants are stored in legacy inventory and logistics management applications running in private data centers. Those data centers have multiple network interconnects to GCP.

Business sponsors want to predict and detect vehicle malfunctions and ship replacement parts just in time for repairs. They also want to reduce operational costs, increase development speed, support remote work, and provide custom API services for partners.

An HTTP API access layer for legacy systems will be developed to minimize disruptions when moving those services to the cloud.

Developers will use a modern CI/CD platform as well as a self-service platform for creating new projects.

Cloud-native solutions for key management will be used along with identity-based access management.

Google Cloud Certified Professional Cloud Architect Study Guide

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