What are the key performance metrics for parallel algorithms?
An example of an AI chatbot conversation about parallel algorithms and their performance metrics.
What are the key performance metrics for parallel algorithms?
The key performance metrics for parallel algorithms include speedup, efficiency, scalability, and overhead.
Can you explain what speedup means in this context?
Speedup is the ratio of the time taken to complete a task on a single processor to the time taken on multiple processors.
How does efficiency differ from speedup?
Efficiency measures the fraction of the parallel resources that are effectively utilized, while speedup focuses on time reduction.
What factors can affect the scalability of a parallel algorithm?
Factors affecting scalability include the algorithm's design, the problem size, and the architecture of the computing system.
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