7.4.3. Load Balancing and Task Scheduling

Try these first

1. 1.

   What is load balancing?

   Hint

   Consider the analogy of traffic management.

2. 2.

   How does dynamic load balancing differ from static load balancing?

   Hint

   Think about how traffic lights adjust based on traffic.

3. 3.

   What is the main purpose of load balancing?

   • To increase workload
   • To distribute tasks evenly
   • To reduce system performance

   Hint

   Think about how to keep all units working efficiently.

4. 4.

   True or False: Dynamic load balancing is about adjusting workloads based on real-time conditions.

   • True
   • False

   Hint

   Consider how real-time adjustments can impact workload.

5. 5.

   Evaluate the impact of poor load balancing on system performance. Provide a detailed structure on how it may affect processing time.

   Hint

   Think about efficiency and the potential for bottlenecks.

6. 6.

   Design an effective task scheduling strategy for an AI system that processes large datasets. Discuss trade-offs.

   Hint

   Think about the balance between responsiveness and resource efficiency.