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Given the number of simple operations involved in our particle filter operation, we perceive it is this overhead that is dominating execution time.
Dynamic load balancing is found to be effective when the execution time of the particle push dominates over execution time for the field solve.
Although this approach can usually parallelize the most time-consuming part of these programs (the graph traversal operations account for over 90% of total execution times in most programs), the rest of programs that accounts for less than 10% will dominate the execution on multiprocessor systems according to Amdahl's law.
Figure 9 validates that the resampling procedure dominates the execution time of the parallelized PF.
As in the previous experiments, the Reconstruction and Group Communication phases dominate overall execution times.
The short-range force computation, which dominates the execution time, is the primary focus.
This incurs substantial overheads due to disk I/O and data synchronization which can dominate the execution times.
The task with many global data transfer, like the resampling, will dominate the execution time on GPU. Figure 8 Thread block diagram of the MP-PF on GPU.
Wu et al. [127] complements by stating that this may not be the case for modern applications and workflows –in fact, data movement activities might dominate both execution time and cost.
Table1 reveals that the encoder is more expensive than the decoder in terms of run-time complexity due to the iterative process and the (K + λ -fold STFT used for the reference parameter estimation and the information extraction which dominate the execution time.
The outrage after Pound's wartime collaboration with Mussolini's regime was so deep that the imagined method of his execution dominated the discussion.
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