squah-confluent commented on PR #23868:
URL: https://github.com/apache/kafka/pull/23868#issuecomment-6272545664

   Some results
   
   ### With HashMaps
   `uniform` assignor, `partitionsToMemberRatio=50`, `topicCount=100`, 2 warmup 
and 2 measurement iterations of 5s, ms/op, plain `HashMap`s.
   
   | memberCount | subscriptionType | buildGroupSpecWithoutOffload | 
buildGroupSpecWithOffload | buildAssignment | buildAssignmentRecords | build |
   |---|---|---|---|---|---|---|
   | 5000 | HOMOGENEOUS | 0.132 | 2.462 | 1.526 | 0.120 | 2.025 |
   | 5000 | HETEROGENEOUS | 0.121 | 3.285 | 9.658 | 0.149 | 9.984 |
   | 10000 | HOMOGENEOUS | 0.256 | 4.984 | 3.027 | 0.211 | 4.833 |
   | 10000 | HETEROGENEOUS | 0.251 | 8.481 | 22.822 | 0.247 | 26.894 |
   
   ### With TimelineHashMaps
   `uniform` assignor, `partitionsToMemberRatio=50`, `topicCount=100`, 2 warmup 
and 2 measurement iterations of 5s, ms/op.
   
   | memberCount | subscriptionType | buildGroupSpecWithoutOffload | 
buildGroupSpecWithOffload | buildAssignment | buildAssignmentRecords | build |
   |---|---|---|---|---|---|---|
   | 5000 | HOMOGENEOUS | 0.340 | 4.406 | 5.074 | 0.253 | 6.054 |
   | 5000 | HETEROGENEOUS | 0.328 | 5.498 | 9.154 | 0.285 | 12.626 |
   | 10000 | HOMOGENEOUS | 0.658 | 10.725 | 11.946 | 0.529 | 14.608 |
   | 10000 | HETEROGENEOUS | 0.670 | 13.850 | 22.892 | 0.626 | 34.972 |


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