What are the main challenges in parallel algorithms?
An example of an AI chatbot conversation about challenges in parallel algorithms.
What are the main challenges in parallel algorithms?
The main challenges include load balancing, communication overhead, and synchronization issues.
Can you explain load balancing in more detail?
Load balancing ensures that all processors have an equal amount of work to prevent some from being idle while others are overloaded.
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 synchronization issues affect performance?
Synchronization issues can lead to bottlenecks, as processes may need to wait for others to complete before proceeding.
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