Load Balancing for GenAI Quiz

Quiz covering Scalability Patterns

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

   Which load balancing strategy is most effective for preventing a single GenAI model instance from being overwhelmed by a sudden spike in long-context summary requests?

2. 2

   Why is 'Round Robin' load balancing generally considered suboptimal for production-grade Large Language Model (LLM) inference endpoints?

3. 3

   When deploying a GenAI application across multiple regions, which mechanism is primarily used to direct users to the geographically closest inference cluster?

4. 4

   In a GenAI architecture using an API Gateway for load balancing, what is the primary benefit of implementing 'Request Hedging'?

5. 5

   You are implementing a weighted load balancing strategy for a hybrid GenAI setup. You have 2 nodes with A100 GPUs and 2 nodes with T4 GPUs. Why should you assign higher weights to the A100 nodes?