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You are designing the infrastructure for a high-throughput web application on Google Cloud. The application must handle up to 500,000 incoming requests per second , storing data from each request. Later, this data will be queried in real time using exact-match lookups on a known set of attributes . The application may experience periods of inactivity , and the business has emphasized cost efficiency as a priority. Which combination of web service platform and database would best meet these requirements?