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You are managing a data analytics project where daily logs of around 10 TB are generated on-premises. This data needs to be transferred securely and efficiently to Google Cloud Storage for further analysis in BigQuery. Your solution must ensure the transfer is completed in a timely manner with the least amount of manual intervention. What should you do?