Horizontal Scaling Patterns Quiz

5 questions • Pass: 70% • +25 pts

Quiz covering Scalability Design

Horizontal Scaling Patterns Quiz

5 questions | Pass: 70% | Earn 25 points

Questions in this quiz

A preview of the 5 questions covered. Start the quiz above to answer them, check your score, and read the explanations.

  1. 1

    What is the primary goal of horizontal scaling in an AI architecture?

  2. 2

    When deploying an AI model behind a load balancer, why is 'stateless' design considered a best practice for horizontal scaling?

  3. 3

    In a distributed AI inference architecture, what is the main drawback of using a 'Round Robin' load balancing strategy?

  4. 4

    Which component is essential for managing horizontal scaling in an AI pipeline that experiences unpredictable bursts in request volume?

  5. 5

    When implementing a sharded data ingestion pattern for a large-scale AI training system, what is the biggest risk of choosing an inefficient shard key?