elasticsearch/docs/reference/ml
Max Hniebergall 7c21ce3f1b
Platform specific models (#99584)
* Added platform architecture field to TrainedModelMetadata and users of TrainedModelMetadata

* Added TransportVersions guarding for TrainedModelMetadata

* Prevent platform-specific models from being deployed on the wrong architecture

* Added logic to only verify node architectures for models which are platform specific

* Handle null platform architecture

* Added logging for the detection of heterogeneous platform architectures among ML nodes and refactoring to support this

* Added platform architecture field to TrainedModelConfig

* Stop platform-speficic model when rebalance occurs and the cluster has a heterogeneous architecture among ML nodes

* Added logic to TransportPutTrainedModelAction to return a warning response header when the model is paltform-specific and cannot be depoloyed on the cluster at that time due to heterogenous architectures among ML nodes

* Added MlPlatformArchitecturesUtilTests

* Updated Create Trained Models API docs to describe the new platform_architecture optional field.

* Updated/incremented InferenceIndexConstants

* Added special override to make  models with linux-x86_64 in the model ID to be platform specific
2023-09-28 13:56:45 -04:00
..
anomaly-detection Update ml-delayed-data-detection.asciidoc (#99843) 2023-09-26 11:18:24 +02:00
common/apis [ML] Performance improvements for categorization jobs (#89824) 2022-09-08 18:41:01 +01:00
df-analytics/apis [DOCS] Move x-pack docs to docs/reference dir (#99209) 2023-09-12 14:53:41 -04:00
images [DOCS] Refresh screenshots for machine learning rules (#93805) 2023-02-15 15:43:30 -08:00
trained-models/apis Platform specific models (#99584) 2023-09-28 13:56:45 -04:00
ml-shared.asciidoc [DOCS] Fixes NOTE display error. (#98783) 2023-08-23 12:18:54 +02:00