What are the main challenges in parallel computing?
An example of an AI chatbot conversation about challenges in parallel computing.
What are the main challenges in parallel computing?
The main challenges in parallel computing include load balancing, communication overhead, and data dependency issues.
Can you explain load balancing in more detail?
Load balancing involves distributing workloads evenly across all processors to optimize resource use and minimize execution time.
What about communication overhead?
Communication overhead refers to the time and resources spent on data exchange between processors, which can slow down performance.
How do data dependencies affect parallel computing?
Data dependencies can create bottlenecks, as some tasks may need to wait for others to complete before they can proceed.
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