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Parallel Complexity for Connected Components

Thus, for , the total complexities for the parallel connected components algorithm are

 

Clearly, the computational complexity is the best possible asymptotically. As for the communication complexity, it seems that intuitively a latency factor has to be incurred during each merge operation, and hence the factor .



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David A. Bader
dbader@umiacs.umd.edu