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backport of #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 :ml Machine learning backport Team:ML Meta label for the ML team v8.16.0 auto-merge-without-approval Automatically merge pull request when CI checks pass (NB doesn't wait for reviews!) labels Oct 17, 2024
@elasticsearchmachine elasticsearchmachine merged commit bb2486b into 8.x Oct 17, 2024
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@elasticsearchmachine elasticsearchmachine deleted the backport-114982 branch October 17, 2024 13:10
jan-elastic added a commit that referenced this pull request Oct 18, 2024
* 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
elasticsearchmachine pushed a commit that referenced this pull request Oct 18, 2024
* 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
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auto-merge-without-approval Automatically merge pull request when CI checks pass (NB doesn't wait for reviews!) backport :ml Machine learning >non-issue Team:ML Meta label for the ML team v8.16.0 v8.17.0

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