[FLINK-2240] Use BloomFilter to minimize probe side records which are spilled to disk in Hybrid-Hash-Join

• Type: Improvement
• Status: Closed
• Priority: Minor
• Resolution: Implemented
• Fix Version/s: 0.10.0
• Assignee: Chengxiang Li
• Reporter: Chengxiang Li
• Created: 18/Jun/15 09:02
• Updated: 28/Feb/19 13:21
• Resolved: 06/Aug/15 17:01

Description

In Hybrid-Hash-Join, while small table does not fit into memory, part of the small table data would be spilled to disk, and the counterpart partition of big table data would be spilled to disk in probe phase as well. If we build a BloomFilter while spill small table to disk during build phase, and use it to filter the big table records which tend to be spilled to disk, this may greatly reduce the spilled big table file size, and saved the disk IO cost for writing and further reading.

Issue Links

• is duplicated by: FLINK-2241 Use BloomFilter to minmize probe side records which are spilled to disk in Hybrid-Hash-Join