Design a Top-K Request Analysis System

Construct a scalable system that monitors and analyzes web traffic to determine the top 'k' most frequent requests within a specified time interval. This system must handle large-scale data inflows, ensure rapid query response, and allow for flexible adjustments of both the 'k' value and the time intervals of interest.