[8.18] [ML] Fix double-counting of inference memory in the assignment rebalancer (#133919)#134053
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elasticsearchmachine merged 1 commit intoelastic:8.18from Sep 3, 2025
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…ncer (elastic#133919) The static method TrainedModelAssignmentRebalancer.getNodeFreeMemoryExcludingPerNodeOverheadAndNativeInference was used to subtract load.getAssignedNativeInferenceMemory() from load.getFreeMemoryExcludingPerNodeOverhead(). However, in NodeLoad.getFreeMemoryExcludingPerNodeOverhead(), native inference memory was already subtracted as part of the getAssignedJobMemoryExcludingPerNodeOverhead() calculation. This led to double-counting of the native inference memory. Avoiding this double-counting allows us to remove the private method getNodeFreeMemoryExcludingPerNodeOverheadAndNativeInference() entirely.
valeriy42
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Backports the following commits to 8.18: