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Branimir Lambov updated CASSANDRA-7032: --------------------------------------- Attachment: TestVNodeAllocation.java New version with acceptable performance (adding a node to 1000 node 256 vnode cluster takes ~0.1s). No changes in the algorithm in this one, just restructures the way things are stored to replace a lot of previously complex operations with O(1) steps. > Improve vnode allocation > ------------------------ > > Key: CASSANDRA-7032 > URL: https://issues.apache.org/jira/browse/CASSANDRA-7032 > Project: Cassandra > Issue Type: Improvement > Components: Core > Reporter: Benedict > Assignee: Branimir Lambov > Labels: performance, vnodes > Fix For: 3.0 > > Attachments: TestVNodeAllocation.java, TestVNodeAllocation.java, > TestVNodeAllocation.java, TestVNodeAllocation.java, TestVNodeAllocation.java > > > It's been known for a little while that random vnode allocation causes > hotspots of ownership. It should be possible to improve dramatically on this > with deterministic allocation. I have quickly thrown together a simple greedy > algorithm that allocates vnodes efficiently, and will repair hotspots in a > randomly allocated cluster gradually as more nodes are added, and also > ensures that token ranges are fairly evenly spread between nodes (somewhat > tunably so). The allocation still permits slight discrepancies in ownership, > but it is bound by the inverse of the size of the cluster (as opposed to > random allocation, which strangely gets worse as the cluster size increases). > I'm sure there is a decent dynamic programming solution to this that would be > even better. > If on joining the ring a new node were to CAS a shared table where a > canonical allocation of token ranges lives after running this (or a similar) > algorithm, we could then get guaranteed bounds on the ownership distribution > in a cluster. This will also help for CASSANDRA-6696. -- This message was sent by Atlassian JIRA (v6.3.4#6332)