Abstract: Computing technology using artificial intelligence/machine learning methods and systems for a storage system is provided. One method includes measuring by a processor, a first metric indicating health of a first storage system in storing and retrieving data; quantifying by the processor, the first metric based on comparison of the first metric with a same metric for a plurality of storage systems; identifying by the processor, a plurality of features potentially impacting the first metric, based on a predictive, machine-learning algorithm built on performance and configuration data for the plurality of storage systems; selecting, a first feature by the processor, based on impact of the first feature on the first metric; and generating a command by the processor for making a change to the first feature.

Abstract: Computing technology using artificial intelligence/machine learning methods and systems for a storage system is provided. One method includes measuring by a processor, a first metric indicating health of a first storage system in storing and retrieving data; quantifying by the processor, the first metric based on comparison of the first metric with a same metric for a plurality of storage systems; identifying by the processor, a plurality of features potentially impacting the first metric, based on a predictive, machine-learning algorithm built on performance and configuration data for the plurality of storage systems; selecting, a first feature by the processor, based on impact of the first feature on the first metric; and generating a command by the processor for making a change to the first feature.

Abstract: An artifact having at least one role-specific content section can be stored in a repository by a configuration management system. The role-specific content section can be associated with a specific role value. A request to access the stored artifact can be received. The request can include at least an identifier of a requestor, a role value of the requestor, and a version identifier of the artifact. A copy of the artifact specified in the received request can be created. The artifact copy can be modified to omit role-specific content sections inapplicable to the role value of the requestor. The modified artifact copy can be provided to the requestor.