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Predictive Traffic Analysis with Google Cloud Platforms

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BayAreaCloudCity/gcp

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Cloud City on Google Cloud Platform

This project is our reference implementation of using Google Cloud Platform to build a smart city application. It demonstrates how to leverage cloud technology to manage IoT data effectively. For more details, please visit our home page.

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Setup

  • BigQuery: Create BigQuery datasets and tables using the schema in the pubsub folder. A snapshot of the configuration files (Terraform scripts) can be found in the .tf folder.
  • PubSub: Create topics using schemas in the pubsub folder, and connect relevant topics to BigQuery. A snapshot of the configuration files can be found in the .tf folder.
  • Cloud Function: Follow the steps in cloud_function/deploy.sh to deploy the Cloud Function.
  • Cloud Run: Follow the steps in cloud_run/deploy.sh to deploy the application on Cloud Run.

Reference Architecture

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