How Search Engines Find a Needle in a 400 Billion-Haystack
When you type a query and hit enter, results appear in under half a second. Behind that instant response lies an engineering marvel: a system that must search through hundreds of billions of documents, score each one for relevance, and return the best matches—all before you can blink. The numbers are staggering. Google’s index contains approximately 400 billion documents according to testimony from their VP of Search during the 2023 antitrust trial. The index itself exceeds 100 million gigabytes. Yet the median response time for a search query remains under 200 milliseconds. ...