Scenario: You are setting up the infrastructure for a web service on Google Cloud. The web service is required to handle 500,000 requests per second, store the data, and enable real-time querying based on specific attributes. There will be downtimes with no incoming requests, and cost-effectiveness is a priority. Question: Which web service platform and database would be ideal for this application?