Design a Trending Hashtags System

Design a highly scalable system that tracks and computes the top K trending hashtags (e.g., top 30-50) across different time windows (last 5/15/30/60 minutes or custom intervals) for billions of users, with support for filtering by geography (local/global) and categories (food, sports, politics).