What are windows in stream processing? Describe the different types of windows and when you would use each.

Sample answer preview

Windows are a fundamental concept in stream processing that group unbounded data into finite chunks for aggregation. Since streams have no natural end, you cannot simply compute a sum or average over all data. Windows define bounded subsets of the stream that can be aggregated.