Irregular Parallelism Causes Load Balancing Overhead Sample Clauses

Irregular Parallelism Causes Load Balancing Overhead. ‌ The first obstacle is irregular parallelism. Parallel algorithms with irregular paral- lelism suffer from a lack of load balancing over processing cores. MCTS constructs asymmetric search trees because the selection policy in MCTS allows the algorithm to favor more promising nodes (exploitation), leading to a tree with unbalanced branches over time [BPW+12]. Parallel execution of the algorithm with such a search tree results in irregular parallelism because one thread traverses a shorter branch while the other one works on a longer one. Chapter 4 provides more details and tries to handle this obstacle.
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