Apache Kafka - Real-time Stream Processing (Master Class) - Creating Hopping Windows

Apache Kafka - Real-time Stream Processing (Master Class) - Creating Hopping Windows

Assessment

Interactive Video

Information Technology (IT), Architecture

University

Practice Problem

Hard

Created by

Wayground Content

FREE Resource

This lecture explains hopping windows, which are overlapping windows defined by window size and advance interval. It uses a visual diagram to illustrate how hopping windows work with invoices, showing how message counts change as windows slide. The lecture also discusses the applications of hopping windows, their terminology differences in Kafka streams, and how to modify examples to implement hopping windows.

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2 questions

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1.

OPEN ENDED QUESTION

3 mins • 1 pt

What is the significance of using hopping windows for calculating moving averages?

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2.

OPEN ENDED QUESTION

3 mins • 1 pt

How do hopping windows differ from tumbling windows?

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