This chapter explained how to use the Cloud Pub/Sub messaging system for your projects to help facilitate communication between various applications asynchronously. Messages inserted by one application can be read by another application and stored in a persistent data storage, such as Google Cloud Storage or BigQuery. Cloud Dataprep is product that helps you load data from your local data source to the cloud and transform it for loading into BigQuery or Google Cloud Storage. I hope this chapter helped you implement real-time analytics and reporting using Cloud Pub/Sub and other services from Google Cloud Platform!