Played around with changing our hierarchical balanced incremental clustering to this https://github.com/antflydb/antfly/pull/1607 bulk builds of existing indexes that need to be completely reindexed (like a shard split) were 2.5x faster, overall insertion times didn’t change that much because overall clustering incrementally as data is indexed is a small portion of the cpu time.