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backport #114982

* Fix estimated memory usage for a model with zero allocations.

* Ignore number of threads of models with zero allocations in autoscaling decisions.

* Add some long overdue comments.

* Another estimateMemoryUsageBytes fix
@jan-elastic jan-elastic added >non-issue backport Team:ML Meta label for the ML team auto-merge-without-approval Automatically merge pull request when CI checks pass (NB doesn't wait for reviews!) v8.16.0 labels Oct 18, 2024
@elasticsearchmachine elasticsearchmachine merged commit bf70b46 into 8.16 Oct 18, 2024
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@elasticsearchmachine elasticsearchmachine deleted the 8.16-backport-114993 branch October 18, 2024 17:36
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auto-merge-without-approval Automatically merge pull request when CI checks pass (NB doesn't wait for reviews!) backport >non-issue Team:ML Meta label for the ML team v8.16.0 v8.16.1

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