7.6. Conclusion

Try these first

1. 1.

   Define parallel processing.

   Hint

   Think about how tasks are handled at the same time in a computer.

2. 2.

   What is synchronization overhead?

   Hint

   Consider delays that might occur during collaboration between processors.

3. 3.

   What is parallel processing?

   • Performing multiple tasks at different times.
   • Simultaneous execution of multiple tasks.
   • Executing tasks sequentially.

   Hint

   Remember the definition we covered in class!

4. 4.

   True or False: Amdahl's Law indicates that increasing processors will always lead to proportionally faster performance.

   • True
   • False

   Hint

   Think about how some parts of tasks can’t be parallelized.

5. 5.

   Assume you have a parallel processing system designed for an AI-driven application. List the steps you would take to optimize its performance.

   Hint

   Consider each factor that contributes to performance in a parallel system.

6. 6.

   Discuss the implications of power consumption and scalability when designing a cutting-edge AI processing unit. How would you approach balancing these factors?

   Hint

   Think about innovations that enhance performance without excessive power use.