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Aiming at the problem of misjudgment in the process of URL deduplication, this paper proposes a BF algorithm based on Hash splitting with multiple eigenvalues and analyzes and compares its performance with experiments. Finally, the effectiveness of the algorithm in reducing the misjudgment rate of deduplication is confirmed. Then, this paper proposes a strategy of parallel dynamic task adjustment in the process of URL deduplication. 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