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PARTITIONED BLOOM FILTER MERGE FOR MASSIVELY PARALLEL PROCESSING CLUSTERED DATA MANAGEMENT

机译:分区bloom过滤器合并,实现大规模并行处理集群数据管理

摘要

A computer-implemented method for a partitioned bloom filter merge is provided. A non-limiting example of the computer-implemented method includes partitioning, by a processing device, a bloom filter into N equal size filter partitions. The method further includes distributing, by the processing device, each of the filter partitions to an associated node. The method further includes merging, by the processing device, the filter partitions in each of the associated nodes. The method further includes redistributing, by the processing device, the merged filter partitions to each of the N nodes. The method further includes joining, by the processing device, the merged filter partitions in each of the N nodes to assemble a complete merged bloom filter.
机译:提供了一种用于分区布隆过滤器合并的计算机实现的方法。计算机实现的方法的非限制性示例包括通过处理设备将布隆过滤器划分为N个相等大小的过滤器分区。该方法还包括由处理设备将每个过滤器分区分配给相关联的节点。该方法还包括由处理设备合并每个关联节点中的过滤器分区。该方法还包括由处理设备将合并的过滤器分区重新分配给N个节点中的每一个。该方法进一步包括通过处理设备在N个节点的每一个中加入合并的过滤器分区,以组装完整的合并的布隆过滤器。

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